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ORCIDBibTeX records: Joelle Pineau
@inproceedings{DBLP:conf/cslaw/0002HDP24,
author = {Peter Henderson and
Jieru Hu and
Mona T. Diab and
Joelle Pineau},
title = {Rethinking Machine Learning Benchmarks in the Context of Professional
Codes of Conduct},
booktitle = {Proceedings of the Symposium on Computer Science and Law, {CSLAW}
2024, Boston, MA, USA, March 12-13, 2024},
pages = {109--120},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3614407.3643708},
doi = {10.1145/3614407.3643708},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cslaw/0002HDP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/WabarthaP24,
author = {Maxime Wabartha and
Joelle Pineau},
title = {Piecewise Linear Parametrization of Policies: Towards Interpretable
Deep Reinforcement Learning},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=hOMVq57Ce0},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/WabarthaP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KapoorBKLRCHBBB24,
author = {Sayash Kapoor and
Rishi Bommasani and
Kevin Klyman and
Shayne Longpre and
Ashwin Ramaswami and
Peter Cihon and
Aspen K. Hopkins and
Kevin Bankston and
Stella Biderman and
Miranda Bogen and
Rumman Chowdhury and
Alex Engler and
Peter Henderson and
Yacine Jernite and
Seth Lazar and
Stefano Maffulli and
Alondra Nelson and
Joelle Pineau and
Aviya Skowron and
Dawn Song and
Victor Storchan and
Daniel Zhang and
Daniel E. Ho and
Percy Liang and
Arvind Narayanan},
title = {Position: On the Societal Impact of Open Foundation Models},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=jRX6yCxFhx},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/KapoorBKLRCHBBB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-07918,
author = {Sayash Kapoor and
Rishi Bommasani and
Kevin Klyman and
Shayne Longpre and
Ashwin Ramaswami and
Peter Cihon and
Aspen K. Hopkins and
Kevin Bankston and
Stella Biderman and
Miranda Bogen and
Rumman Chowdhury and
Alex Engler and
Peter Henderson and
Yacine Jernite and
Seth Lazar and
Stefano Maffulli and
Alondra Nelson and
Joelle Pineau and
Aviya Skowron and
Dawn Song and
Victor Storchan and
Daniel Zhang and
Daniel E. Ho and
Percy Liang and
Arvind Narayanan},
title = {On the Societal Impact of Open Foundation Models},
journal = {CoRR},
volume = {abs/2403.07918},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.07918},
doi = {10.48550/ARXIV.2403.07918},
eprinttype = {arXiv},
eprint = {2403.07918},
timestamp = {Thu, 29 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-07918.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/CousineauVMP23,
author = {Martin Cousineau and
Vedat Verter and
Susan A. Murphy and
Joelle Pineau},
title = {Estimating causal effects with optimization-based methods: {A} review
and empirical comparison},
journal = {Eur. J. Oper. Res.},
volume = {304},
number = {2},
pages = {367--380},
year = {2023},
url = {https://doi.org/10.1016/j.ejor.2022.01.046},
doi = {10.1016/J.EJOR.2022.01.046},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/CousineauVMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SrikumarFAACCHJLOP23,
author = {Madhulika Srikumar and
Rebecca Finlay and
Grace Abuhamad and
Carolyn Ashurst and
Rosie Campbell and
Emily Campbell{-}Ratcliffe and
Hudson Hongo and
Sara R. Jordan and
Joseph Lindley and
Aviv Ovadya and
Joelle Pineau},
title = {Publisher Correction: Advancing ethics review practices in {AI} research},
journal = {Nat. Mac. Intell.},
volume = {5},
number = {1},
pages = {94},
year = {2023},
url = {https://doi.org/10.1038/s42256-023-00608-6},
doi = {10.1038/S42256-023-00608-6},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/SrikumarFAACCHJLOP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tacl/SachanLYZPZ23,
author = {Devendra Singh Sachan and
Mike Lewis and
Dani Yogatama and
Luke Zettlemoyer and
Joelle Pineau and
Manzil Zaheer},
title = {Questions Are All You Need to Train a Dense Passage Retriever},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {11},
pages = {600--616},
year = {2023},
url = {https://doi.org/10.1162/tacl\_a\_00564},
doi = {10.1162/TACL\_A\_00564},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/SachanLYZPZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/SatijaLPP23,
author = {Harsh Satija and
Alessandro Lazaric and
Matteo Pirotta and
Joelle Pineau},
title = {Group Fairness in Reinforcement Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=JkIH4MeOc3},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/SatijaLPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedu/KochmarVBGSP22,
author = {Ekaterina Kochmar and
Dung Do Vu and
Robert Belfer and
Varun Gupta and
Iulian Vlad Serban and
Joelle Pineau},
title = {Automated Data-Driven Generation of Personalized Pedagogical Interventions
in Intelligent Tutoring Systems},
journal = {Int. J. Artif. Intell. Educ.},
volume = {32},
number = {2},
pages = {323--349},
year = {2022},
url = {https://doi.org/10.1007/s40593-021-00267-x},
doi = {10.1007/S40593-021-00267-X},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiedu/KochmarVBGSP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/MazoureDLMPPR22,
author = {Bogdan Mazoure and
Thang Doan and
Tianyu Li and
Vladimir Makarenkov and
Joelle Pineau and
Doina Precup and
Guillaume Rabusseau},
title = {Low-Rank Representation of Reinforcement Learning Policies},
journal = {J. Artif. Intell. Res.},
volume = {75},
pages = {597--636},
year = {2022},
url = {https://doi.org/10.1613/jair.1.13854},
doi = {10.1613/JAIR.1.13854},
timestamp = {Sat, 05 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/MazoureDLMPPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/SrikumarFAACCHJLOP22,
author = {Madhulika Srikumar and
Rebecca Finlay and
Grace Abuhamad and
Carolyn Ashurst and
Rosie Campbell and
Emily Campbell{-}Ratcliffe and
Hudson Hongo and
Sara R. Jordan and
Joseph Lindley and
Aviv Ovadya and
Joelle Pineau},
title = {Advancing ethics review practices in {AI} research},
journal = {Nat. Mac. Intell.},
volume = {4},
number = {12},
pages = {1061--1064},
year = {2022},
url = {https://doi.org/10.1038/s42256-022-00585-2},
doi = {10.1038/S42256-022-00585-2},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/SrikumarFAACCHJLOP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GX-ChenCRP22,
author = {Anthony GX{-}Chen and
Veronica Chelu and
Blake A. Richards and
Joelle Pineau},
title = {A Generalized Bootstrap Target for Value-Learning, Efficiently Combining
Value and Feature Predictions},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {6829--6837},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i6.20639},
doi = {10.1609/AAAI.V36I6.20639},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GX-ChenCRP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SachanLJAYPZ22,
author = {Devendra Singh Sachan and
Mike Lewis and
Mandar Joshi and
Armen Aghajanyan and
Wen{-}tau Yih and
Joelle Pineau and
Luke Zettlemoyer},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {Improving Passage Retrieval with Zero-Shot Question Generation},
booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates,
December 7-11, 2022},
pages = {3781--3797},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.emnlp-main.249},
doi = {10.18653/V1/2022.EMNLP-MAIN.249},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SachanLJAYPZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SinhaKRPHW22,
author = {Koustuv Sinha and
Amirhossein Kazemnejad and
Siva Reddy and
Joelle Pineau and
Dieuwke Hupkes and
Adina Williams},
editor = {Yoav Goldberg and
Zornitsa Kozareva and
Yue Zhang},
title = {The Curious Case of Absolute Position Embeddings},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022},
pages = {4449--4472},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.findings-emnlp.326},
doi = {10.18653/V1/2022.FINDINGS-EMNLP.326},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SinhaKRPHW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CacciaAATPB22,
author = {Lucas Caccia and
Rahaf Aljundi and
Nader Asadi and
Tinne Tuytelaars and
Joelle Pineau and
Eugene Belilovsky},
title = {New Insights on Reducing Abrupt Representation Change in Online Continual
Learning},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=N8MaByOzUfb},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CacciaAATPB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieSFP022,
author = {Annie Xie and
Shagun Sodhani and
Chelsea Finn and
Joelle Pineau and
Amy Zhang},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Robust Policy Learning over Multiple Uncertainty Sets},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {24414--24429},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/xie22c.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/XieSFP022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/SodhaniMP022,
author = {Shagun Sodhani and
Franziska Meier and
Joelle Pineau and
Amy Zhang},
editor = {Roya Firoozi and
Negar Mehr and
Esen Yel and
Rika Antonova and
Jeannette Bohg and
Mac Schwager and
Mykel J. Kochenderfer},
title = {Block Contextual MDPs for Continual Learning},
booktitle = {Learning for Dynamics and Control Conference, {L4DC} 2022, 23-24 June
2022, Stanford University, Stanford, CA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {168},
pages = {608--623},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v168/sodhani22a.html},
timestamp = {Fri, 20 May 2022 14:36:40 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/SodhaniMP022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-01836,
author = {Anthony GX{-}Chen and
Veronica Chelu and
Blake A. Richards and
Joelle Pineau},
title = {A Generalized Bootstrap Target for Value-Learning, Efficiently Combining
Value and Feature Predictions},
journal = {CoRR},
volume = {abs/2201.01836},
year = {2022},
url = {https://arxiv.org/abs/2201.01836},
eprinttype = {arXiv},
eprint = {2201.01836},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-01836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-07013,
author = {Annie Xie and
Shagun Sodhani and
Chelsea Finn and
Joelle Pineau and
Amy Zhang},
title = {Robust Policy Learning over Multiple Uncertainty Sets},
journal = {CoRR},
volume = {abs/2202.07013},
year = {2022},
url = {https://arxiv.org/abs/2202.07013},
eprinttype = {arXiv},
eprint = {2202.07013},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-07013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-09826,
author = {Thang Doan and
Seyed{-}Iman Mirzadeh and
Joelle Pineau and
Mehrdad Farajtabar},
title = {Efficient Continual Learning Ensembles in Neural Network Subspaces},
journal = {CoRR},
volume = {abs/2202.09826},
year = {2022},
url = {https://arxiv.org/abs/2202.09826},
eprinttype = {arXiv},
eprint = {2202.09826},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-09826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-00097,
author = {Martin Cousineau and
Vedat Verter and
Susan A. Murphy and
Joelle Pineau},
title = {Estimating causal effects with optimization-based methods: {A} review
and empirical comparison},
journal = {CoRR},
volume = {abs/2203.00097},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.00097},
doi = {10.48550/ARXIV.2203.00097},
eprinttype = {arXiv},
eprint = {2203.00097},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-00097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07496,
author = {Devendra Singh Sachan and
Mike Lewis and
Mandar Joshi and
Armen Aghajanyan and
Wen{-}tau Yih and
Joelle Pineau and
Luke Zettlemoyer},
title = {Improving Passage Retrieval with Zero-Shot Question Generation},
journal = {CoRR},
volume = {abs/2204.07496},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07496},
doi = {10.48550/ARXIV.2204.07496},
eprinttype = {arXiv},
eprint = {2204.07496},
timestamp = {Tue, 19 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07496.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-10658,
author = {Devendra Singh Sachan and
Mike Lewis and
Dani Yogatama and
Luke Zettlemoyer and
Joelle Pineau and
Manzil Zaheer},
title = {Questions Are All You Need to Train a Dense Passage Retriever},
journal = {CoRR},
volume = {abs/2206.10658},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.10658},
doi = {10.48550/ARXIV.2206.10658},
eprinttype = {arXiv},
eprint = {2206.10658},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-10658.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12574,
author = {Koustuv Sinha and
Amirhossein Kazemnejad and
Siva Reddy and
Joelle Pineau and
Dieuwke Hupkes and
Adina Williams},
title = {The Curious Case of Absolute Position Embeddings},
journal = {CoRR},
volume = {abs/2210.12574},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12574},
doi = {10.48550/ARXIV.2210.12574},
eprinttype = {arXiv},
eprint = {2210.12574},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/PineauVSLBdFL21,
author = {Joelle Pineau and
Philippe Vincent{-}Lamarre and
Koustuv Sinha and
Vincent Larivi{\`{e}}re and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Hugo Larochelle},
title = {Improving Reproducibility in Machine Learning Research(A Report from
the NeurIPS 2019 Reproducibility Program)},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {164:1--164:20},
year = {2021},
url = {https://jmlr.org/papers/v22/20-303.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PineauVSLBdFL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Yarats0KAPF21,
author = {Denis Yarats and
Amy Zhang and
Ilya Kostrikov and
Brandon Amos and
Joelle Pineau and
Rob Fergus},
title = {Improving Sample Efficiency in Model-Free Reinforcement Learning from
Images},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {10674--10681},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i12.17276},
doi = {10.1609/AAAI.V35I12.17276},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Yarats0KAPF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SinhaPPW20,
author = {Koustuv Sinha and
Prasanna Parthasarathi and
Joelle Pineau and
Adina Williams},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {UnNatural Language Inference},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {7329--7346},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.569},
doi = {10.18653/V1/2021.ACL-LONG.569},
timestamp = {Mon, 09 Aug 2021 16:25:37 +0200},
biburl = {https://dblp.org/rec/conf/acl/SinhaPPW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/Romoff0KBTBP21,
author = {Joshua Romoff and
Peter Henderson and
David Kanaa and
Emmanuel Bengio and
Ahmed Touati and
Pierre{-}Luc Bacon and
Joelle Pineau},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {TDprop: Does Adaptive Optimization With Jacobi Preconditioning Help
Temporal Difference Learning?},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {1082--1090},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p1082.pdf},
doi = {10.5555/3463952.3464078},
timestamp = {Wed, 20 Jul 2022 17:03:47 +0200},
biburl = {https://dblp.org/rec/conf/atal/Romoff0KBTBP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/JamborTPH21,
author = {Dora Jambor and
Komal K. Teru and
Joelle Pineau and
William L. Hamilton},
editor = {Paola Merlo and
J{\"{o}}rg Tiedemann and
Reut Tsarfaty},
title = {Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs},
booktitle = {Proceedings of the 16th Conference of the European Chapter of the
Association for Computational Linguistics: Main Volume, {EACL} 2021,
Online, April 19 - 23, 2021},
pages = {2816--2822},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.eacl-main.245},
doi = {10.18653/V1/2021.EACL-MAIN.245},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eacl/JamborTPH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SinhaJHPWK21,
author = {Koustuv Sinha and
Robin Jia and
Dieuwke Hupkes and
Joelle Pineau and
Adina Williams and
Douwe Kiela},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Masked Language Modeling and the Distributional Hypothesis: Order
Word Matters Pre-training for Little},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {2888--2913},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.230},
doi = {10.18653/V1/2021.EMNLP-MAIN.230},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/SinhaJHPWK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ParthasarathiSP21,
author = {Prasanna Parthasarathi and
Koustuv Sinha and
Joelle Pineau and
Adina Williams},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Sometimes We Want Ungrammatical Translations},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November,
2021},
pages = {3205--3227},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.findings-emnlp.275},
doi = {10.18653/V1/2021.FINDINGS-EMNLP.275},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ParthasarathiSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001SKP21,
author = {Amy Zhang and
Shagun Sodhani and
Khimya Khetarpal and
Joelle Pineau},
title = {Learning Robust State Abstractions for Hidden-Parameter Block MDPs},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=fmOOI2a3tQP},
timestamp = {Wed, 23 Jun 2021 17:36:39 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0001SKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JeonSBDNP21,
author = {Wonseok Jeon and
Chen{-}Yang Su and
Paul Barde and
Thang Doan and
Derek Nowrouzezahrai and
Joelle Pineau},
title = {Regularized Inverse Reinforcement Learning},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=HgLO8yalfwc},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/JeonSBDNP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0004JLPK21,
author = {Jongmin Lee and
Wonseok Jeon and
Byung{-}Jun Lee and
Joelle Pineau and
Kee{-}Eung Kim},
editor = {Marina Meila and
Tong Zhang},
title = {OptiDICE: Offline Policy Optimization via Stationary Distribution
Correction Estimation},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {6120--6130},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/lee21f.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/0004JLPK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Sodhani0P21,
author = {Shagun Sodhani and
Amy Zhang and
Joelle Pineau},
editor = {Marina Meila and
Tong Zhang},
title = {Multi-Task Reinforcement Learning with Context-based Representations},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {9767--9779},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/sodhani21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Sodhani0P21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SatijaTPL21,
author = {Harsh Satija and
Philip S. Thomas and
Joelle Pineau and
Romain Laroche},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Multi-Objective {SPIBB:} Seldonian Offline Policy Improvement with
Safety Constraints in Finite MDPs},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {2004--2017},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/0f65caf0a7d00afd2b87c028e88fe931-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SatijaTPL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/ParthasarathiAC21,
author = {Prasanna Parthasarathi and
Mohamed A. Abdelsalam and
Sarath Chandar and
Joelle Pineau},
editor = {Haizhou Li and
Gina{-}Anne Levow and
Zhou Yu and
Chitralekha Gupta and
Berrak Sisman and
Siqi Cai and
David Vandyke and
Nina Dethlefs and
Yan Wu and
Junyi Jessy Li},
title = {A Brief Study on the Effects of Training Generative Dialogue Models
with a Semantic loss},
booktitle = {Proceedings of the 22nd Annual Meeting of the Special Interest Group
on Discourse and Dialogue, SIGdial 2021, Singapore and Online, July
29-31, 2021},
pages = {469--476},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sigdial-1.49},
doi = {10.18653/V1/2021.SIGDIAL-1.49},
timestamp = {Thu, 15 Aug 2024 07:54:16 +0200},
biburl = {https://dblp.org/rec/conf/sigdial/ParthasarathiAC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/ParthasarathiPC21,
author = {Prasanna Parthasarathi and
Joelle Pineau and
Sarath Chandar},
editor = {Haizhou Li and
Gina{-}Anne Levow and
Zhou Yu and
Chitralekha Gupta and
Berrak Sisman and
Siqi Cai and
David Vandyke and
Nina Dethlefs and
Yan Wu and
Junyi Jessy Li},
title = {Do Encoder Representations of Generative Dialogue Models have sufficient
summary of the Information about the task ?},
booktitle = {Proceedings of the 22nd Annual Meeting of the Special Interest Group
on Discourse and Dialogue, SIGdial 2021, Singapore and Online, July
29-31, 2021},
pages = {477--488},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.sigdial-1.50},
doi = {10.18653/V1/2021.SIGDIAL-1.50},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigdial/ParthasarathiPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcssl/CacciaP21,
author = {Lucas Caccia and
Joelle Pineau},
editor = {Fabio Cuzzolin and
Kevin Cannons and
Vincenzo Lomonaco},
title = {SPeCiaL: Self-supervised Pretraining for Continual Learning},
booktitle = {Continual Semi-Supervised Learning - First International Workshop,
{CSSL} 2021, Virtual Event, August 19-20, 2021, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {13418},
pages = {91--103},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-17587-9\_7},
doi = {10.1007/978-3-031-17587-9\_7},
timestamp = {Fri, 07 Oct 2022 15:35:11 +0200},
biburl = {https://dblp.org/rec/conf/wcssl/CacciaP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/lncs/DelacroixPM21,
author = {Sylvie Delacroix and
Joelle Pineau and
Jessica Montgomery},
editor = {Bertrand Braunschweig and
Malik Ghallab},
title = {Democratising the Digital Revolution: The Role of Data Governance},
booktitle = {Reflections on Artificial Intelligence for Humanity},
series = {Lecture Notes in Computer Science},
volume = {12600},
pages = {40--52},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-69128-8\_3},
doi = {10.1007/978-3-030-69128-8\_3},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/lncs/DelacroixPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00010,
author = {Koustuv Sinha and
Prasanna Parthasarathi and
Joelle Pineau and
Adina Williams},
title = {Unnatural Language Inference},
journal = {CoRR},
volume = {abs/2101.00010},
year = {2021},
url = {https://arxiv.org/abs/2101.00010},
eprinttype = {arXiv},
eprint = {2101.00010},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-00010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-04909,
author = {Anuroop Sriram and
Matthew J. Muckley and
Koustuv Sinha and
Farah Shamout and
Joelle Pineau and
Krzysztof J. Geras and
Lea Azour and
Yindalon Aphinyanaphongs and
Nafissa Yakubova and
William Moore},
title = {{COVID-19} Prognosis via Self-Supervised Representation Learning and
Multi-Image Prediction},
journal = {CoRR},
volume = {abs/2101.04909},
year = {2021},
url = {https://arxiv.org/abs/2101.04909},
eprinttype = {arXiv},
eprint = {2101.04909},
timestamp = {Sat, 30 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-04909.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03419,
author = {Dora Jambor and
Komal K. Teru and
Joelle Pineau and
William L. Hamilton},
title = {Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs},
journal = {CoRR},
volume = {abs/2102.03419},
year = {2021},
url = {https://arxiv.org/abs/2102.03419},
eprinttype = {arXiv},
eprint = {2102.03419},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-03419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06177,
author = {Shagun Sodhani and
Amy Zhang and
Joelle Pineau},
title = {Multi-Task Reinforcement Learning with Context-based Representations},
journal = {CoRR},
volume = {abs/2102.06177},
year = {2021},
url = {https://arxiv.org/abs/2102.06177},
eprinttype = {arXiv},
eprint = {2102.06177},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07097,
author = {Bonnie Li and
Vincent Fran{\c{c}}ois{-}Lavet and
Thang Doan and
Joelle Pineau},
title = {Domain Adversarial Reinforcement Learning},
journal = {CoRR},
volume = {abs/2102.07097},
year = {2021},
url = {https://arxiv.org/abs/2102.07097},
eprinttype = {arXiv},
eprint = {2102.07097},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09850,
author = {Manan Tomar and
Amy Zhang and
Roberto Calandra and
Matthew E. Taylor and
Joelle Pineau},
title = {Model-Invariant State Abstractions for Model-Based Reinforcement Learning},
journal = {CoRR},
volume = {abs/2102.09850},
year = {2021},
url = {https://arxiv.org/abs/2102.09850},
eprinttype = {arXiv},
eprint = {2102.09850},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-09850.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-08067,
author = {Kalesha Bullard and
Douwe Kiela and
Joelle Pineau and
Jakob N. Foerster},
title = {Quasi-Equivalence Discovery for Zero-Shot Emergent Communication},
journal = {CoRR},
volume = {abs/2103.08067},
year = {2021},
url = {https://arxiv.org/abs/2103.08067},
eprinttype = {arXiv},
eprint = {2103.08067},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-08067.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05025,
author = {Lucas Caccia and
Rahaf Aljundi and
Tinne Tuytelaars and
Joelle Pineau and
Eugene Belilovsky},
title = {Reducing Representation Drift in Online Continual Learning},
journal = {CoRR},
volume = {abs/2104.05025},
year = {2021},
url = {https://arxiv.org/abs/2104.05025},
eprinttype = {arXiv},
eprint = {2104.05025},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06644,
author = {Koustuv Sinha and
Robin Jia and
Dieuwke Hupkes and
Joelle Pineau and
Adina Williams and
Douwe Kiela},
title = {Masked Language Modeling and the Distributional Hypothesis: Order
Word Matters Pre-training for Little},
journal = {CoRR},
volume = {abs/2104.06644},
year = {2021},
url = {https://arxiv.org/abs/2104.06644},
eprinttype = {arXiv},
eprint = {2104.06644},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-06644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-07623,
author = {Prasanna Parthasarathi and
Koustuv Sinha and
Joelle Pineau and
Adina Williams},
title = {Sometimes We Want Translationese},
journal = {CoRR},
volume = {abs/2104.07623},
year = {2021},
url = {https://arxiv.org/abs/2104.07623},
eprinttype = {arXiv},
eprint = {2104.07623},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-07623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-00099,
author = {Harsh Satija and
Philip S. Thomas and
Joelle Pineau and
Romain Laroche},
title = {Multi-Objective {SPIBB:} Seldonian Offline Policy Improvement with
Safety Constraints in Finite MDPs},
journal = {CoRR},
volume = {abs/2106.00099},
year = {2021},
url = {https://arxiv.org/abs/2106.00099},
eprinttype = {arXiv},
eprint = {2106.00099},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-00099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03955,
author = {Emmanuel Bengio and
Joelle Pineau and
Doina Precup},
title = {Correcting Momentum in Temporal Difference Learning},
journal = {CoRR},
volume = {abs/2106.03955},
year = {2021},
url = {https://arxiv.org/abs/2106.03955},
eprinttype = {arXiv},
eprint = {2106.03955},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03955.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09065,
author = {Lucas Caccia and
Joelle Pineau},
title = {SPeCiaL: Self-Supervised Pretraining for Continual Learning},
journal = {CoRR},
volume = {abs/2106.09065},
year = {2021},
url = {https://arxiv.org/abs/2106.09065},
eprinttype = {arXiv},
eprint = {2106.09065},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09065.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10619,
author = {Prasanna Parthasarathi and
Mohamed A. Abdelsalam and
Joelle Pineau and
Sarath Chandar},
title = {A Brief Study on the Effects of Training Generative Dialogue Models
with a Semantic loss},
journal = {CoRR},
volume = {abs/2106.10619},
year = {2021},
url = {https://arxiv.org/abs/2106.10619},
eprinttype = {arXiv},
eprint = {2106.10619},
timestamp = {Tue, 09 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10619.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10622,
author = {Prasanna Parthasarathi and
Joelle Pineau and
Sarath Chandar},
title = {Do Encoder Representations of Generative Dialogue Models Encode Sufficient
Information about the Task ?},
journal = {CoRR},
volume = {abs/2106.10622},
year = {2021},
url = {https://arxiv.org/abs/2106.10622},
eprinttype = {arXiv},
eprint = {2106.10622},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10783,
author = {Jongmin Lee and
Wonseok Jeon and
Byung{-}Jun Lee and
Joelle Pineau and
Kee{-}Eung Kim},
title = {OptiDICE: Offline Policy Optimization via Stationary Distribution
Correction Estimation},
journal = {CoRR},
volume = {abs/2106.10783},
year = {2021},
url = {https://arxiv.org/abs/2106.10783},
eprinttype = {arXiv},
eprint = {2106.10783},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-10783.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06972,
author = {Shagun Sodhani and
Franziska Meier and
Joelle Pineau and
Amy Zhang},
title = {Block Contextual MDPs for Continual Learning},
journal = {CoRR},
volume = {abs/2110.06972},
year = {2021},
url = {https://arxiv.org/abs/2110.06972},
eprinttype = {arXiv},
eprint = {2110.06972},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/SerbanSPPB20,
author = {Iulian Vlad Serban and
Chinnadhurai Sankar and
Michael Pieper and
Joelle Pineau and
Yoshua Bengio},
title = {The Bottleneck Simulator: {A} Model-Based Deep Reinforcement Learning
Approach},
journal = {J. Artif. Intell. Res.},
volume = {69},
pages = {571--612},
year = {2020},
url = {https://doi.org/10.1613/jair.1.12463},
doi = {10.1613/JAIR.1.12463},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/SerbanSPPB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/Peiffer-SmadjaM20,
author = {Nathan Peiffer{-}Smadja and
Redwan Maatoug and
Fran{\c{c}}ois{-}Xavier Lescure and
Eric D'ortenzio and
Joelle Pineau and
Jean{-}R{\'{e}}mi King},
title = {Machine Learning for {COVID-19} needs global collaboration and data-sharing},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {6},
pages = {293--294},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-0181-6},
doi = {10.1038/S42256-020-0181-6},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/natmi/Peiffer-SmadjaM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CrawfordP20,
author = {Eric Crawford and
Joelle Pineau},
title = {Exploiting Spatial Invariance for Scalable Unsupervised Object Tracking},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {3684--3692},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5777},
doi = {10.1609/AAAI.V34I04.5777},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/CrawfordP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangDP20,
author = {Qizhen Zhang and
Audrey Durand and
Joelle Pineau},
title = {Literature Mining for Incorporating Inductive Bias in Biomedical Prediction
Tasks (Student Abstract)},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {13983--13984},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i10.7264},
doi = {10.1609/AAAI.V34I10.7264},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangDP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SinhaPWLHP20,
author = {Koustuv Sinha and
Prasanna Parthasarathi and
Jasmine Wang and
Ryan Lowe and
William L. Hamilton and
Joelle Pineau},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Learning an Unreferenced Metric for Online Dialogue Evaluation},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {2430--2441},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.220},
doi = {10.18653/V1/2020.ACL-MAIN.220},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SinhaPWLHP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/KochmarVBGSP20,
author = {Ekaterina Kochmar and
Dung Do Vu and
Robert Belfer and
Varun Gupta and
Iulian Vlad Serban and
Joelle Pineau},
editor = {Ig Ibert Bittencourt and
Mutlu Cukurova and
Kasia Muldner and
Rose Luckin and
Eva Mill{\'{a}}n},
title = {Automated Personalized Feedback Improves Learning Gains in An Intelligent
Tutoring System},
booktitle = {Artificial Intelligence in Education - 21st International Conference,
{AIED} 2020, Ifrane, Morocco, July 6-10, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12164},
pages = {140--146},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-52240-7\_26},
doi = {10.1007/978-3-030-52240-7\_26},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/KochmarVBGSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/SerbanGKVBPCCB20,
author = {Iulian Vlad Serban and
Varun Gupta and
Ekaterina Kochmar and
Dung Do Vu and
Robert Belfer and
Joelle Pineau and
Aaron C. Courville and
Laurent Charlin and
Yoshua Bengio},
editor = {Ig Ibert Bittencourt and
Mutlu Cukurova and
Kasia Muldner and
Rose Luckin and
Eva Mill{\'{a}}n},
title = {A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based {ITS} for
{STEM}},
booktitle = {Artificial Intelligence in Education - 21st International Conference,
{AIED} 2020, Ifrane, Morocco, July 6-10, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12164},
pages = {387--392},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-52240-7\_70},
doi = {10.1007/978-3-030-52240-7\_70},
timestamp = {Tue, 07 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aied/SerbanGKVBPCCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/debs/Pineau20,
author = {Joelle Pineau},
editor = {Julien Gascon{-}Samson and
Kaiwen Zhang and
Khuzaima Daudjee and
Bettina Kemme},
title = {Building reproducible, reusable, and robust machine learning software},
booktitle = {14th {ACM} International Conference on Distributed and Event-based
Systems, {DEBS} 2020, Montreal, Quebec, Canada, July 13-17, 2020},
pages = {2},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3401025.3407941},
doi = {10.1145/3401025.3407941},
timestamp = {Wed, 20 Jul 2022 14:24:56 +0200},
biburl = {https://dblp.org/rec/conf/debs/Pineau20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/CacciaCFLPC20,
author = {Massimo Caccia and
Lucas Caccia and
William Fedus and
Hugo Larochelle and
Joelle Pineau and
Laurent Charlin},
title = {Language GANs Falling Short},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=BJgza6VtPB},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/CacciaCFLPC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Lowe0FKP20,
author = {Ryan Lowe and
Abhinav Gupta and
Jakob N. Foerster and
Douwe Kiela and
Joelle Pineau},
title = {On the interaction between supervision and self-play in emergent communication},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=rJxGLlBtwH},
timestamp = {Thu, 07 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Lowe0FKP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BengioPP20,
author = {Emmanuel Bengio and
Joelle Pineau and
Doina Precup},
title = {Interference and Generalization in Temporal Difference Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {767--777},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bengio20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BengioPP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CacciaBCP20,
author = {Lucas Caccia and
Eugene Belilovsky and
Massimo Caccia and
Joelle Pineau},
title = {Online Learned Continual Compression with Adaptive Quantization Modules},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1240--1250},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/caccia20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/CacciaBCP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SatijaAP20,
author = {Harsh Satija and
Philip Amortila and
Joelle Pineau},
title = {Constrained Markov Decision Processes via Backward Value Functions},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {8502--8511},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/satija20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/SatijaAP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001LSFKPGP20,
author = {Amy Zhang and
Clare Lyle and
Shagun Sodhani and
Angelos Filos and
Marta Kwiatkowska and
Joelle Pineau and
Yarin Gal and
Doina Precup},
title = {Invariant Causal Prediction for Block MDPs},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {11214--11224},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/zhang20t.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/0001LSFKPGP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WabarthaDFP20,
author = {Maxime Wabartha and
Audrey Durand and
Vincent Fran{\c{c}}ois{-}Lavet and
Joelle Pineau},
editor = {Christian Bessiere},
title = {Handling Black Swan Events in Deep Learning with Diversely Extrapolated
Neural Networks},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {2140--2147},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/296},
doi = {10.24963/IJCAI.2020/296},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WabarthaDFP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Francois-LavetR20,
author = {Vincent Fran{\c{c}}ois{-}Lavet and
Guillaume Rabusseau and
Joelle Pineau and
Damien Ernst and
Raphael Fonteneau},
editor = {Christian Bessiere},
title = {On Overfitting and Asymptotic Bias in Batch Reinforcement Learning
with Partial Observability (Extended Abstract)},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {5055--5059},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/706},
doi = {10.24963/IJCAI.2020/706},
timestamp = {Wed, 15 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Francois-LavetR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/l4dc/Yang0MPAC20,
author = {Ge Yang and
Amy Zhang and
Ari S. Morcos and
Joelle Pineau and
Pieter Abbeel and
Roberto Calandra},
editor = {Alexandre M. Bayen and
Ali Jadbabaie and
George J. Pappas and
Pablo A. Parrilo and
Benjamin Recht and
Claire J. Tomlin and
Melanie N. Zeilinger},
title = {Plan2Vec: Unsupervised Representation Learning by Latent Plans},
booktitle = {Proceedings of the 2nd Annual Conference on Learning for Dynamics
and Control, {L4DC} 2020, Online Event, Berkeley, CA, USA, 11-12 June
2020},
series = {Proceedings of Machine Learning Research},
volume = {120},
pages = {935--946},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v120/yang20b.html},
timestamp = {Fri, 07 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/l4dc/Yang0MPAC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BardeRJPPN20,
author = {Paul Barde and
Julien Roy and
Wonseok Jeon and
Joelle Pineau and
Chris Pal and
Derek Nowrouzezahrai},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Adversarial Soft Advantage Fitting: Imitation Learning without Policy
Optimization},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/9161ab7a1b61012c4c303f10b4c16b2c-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BardeRJPPN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TaoFP20,
author = {Ruo Yu Tao and
Vincent Fran{\c{c}}ois{-}Lavet and
Joelle Pineau},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Novelty Search in Representational Space for Sample Efficient Exploration},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/5ca41a86596a5ed567d15af0be224952-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/TaoFP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Touati0PV20,
author = {Ahmed Touati and
Amy Zhang and
Joelle Pineau and
Pascal Vincent},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {Stable Policy Optimization via Off-Policy Divergence Regularization},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {1328--1337},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/touati20a.html},
timestamp = {Tue, 07 May 2024 20:09:01 +0200},
biburl = {https://dblp.org/rec/conf/uai/Touati0PV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01093,
author = {Ryan Lowe and
Abhinav Gupta and
Jakob N. Foerster and
Douwe Kiela and
Joelle Pineau},
title = {On the interaction between supervision and self-play in emergent communication},
journal = {CoRR},
volume = {abs/2002.01093},
year = {2020},
url = {https://arxiv.org/abs/2002.01093},
eprinttype = {arXiv},
eprint = {2002.01093},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02863,
author = {Bogdan Mazoure and
Thang Doan and
Tianyu Li and
Vladimir Makarenkov and
Joelle Pineau and
Doina Precup and
Guillaume Rabusseau},
title = {Provably efficient reconstruction of policy networks},
journal = {CoRR},
volume = {abs/2002.02863},
year = {2020},
url = {https://arxiv.org/abs/2002.02863},
eprinttype = {arXiv},
eprint = {2002.02863},
timestamp = {Mon, 10 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02863.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-05651,
author = {Peter Henderson and
Jieru Hu and
Joshua Romoff and
Emma Brunskill and
Dan Jurafsky and
Joelle Pineau},
title = {Towards the Systematic Reporting of the Energy and Carbon Footprints
of Machine Learning},
journal = {CoRR},
volume = {abs/2002.05651},
year = {2020},
url = {https://arxiv.org/abs/2002.05651},
eprinttype = {arXiv},
eprint = {2002.05651},
timestamp = {Fri, 14 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-05651.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10525,
author = {Wonseok Jeon and
Paul Barde and
Derek Nowrouzezahrai and
Joelle Pineau},
title = {Scalable Multi-Agent Inverse Reinforcement Learning via Actor-Attention-Critic},
journal = {CoRR},
volume = {abs/2002.10525},
year = {2020},
url = {https://arxiv.org/abs/2002.10525},
eprinttype = {arXiv},
eprint = {2002.10525},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-10525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-04108,
author = {Ahmed Touati and
Amy Zhang and
Joelle Pineau and
Pascal Vincent},
title = {Stable Policy Optimization via Off-Policy Divergence Regularization},
journal = {CoRR},
volume = {abs/2003.04108},
year = {2020},
url = {https://arxiv.org/abs/2003.04108},
eprinttype = {arXiv},
eprint = {2003.04108},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-04108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06016,
author = {Amy Zhang and
Clare Lyle and
Shagun Sodhani and
Angelos Filos and
Marta Kwiatkowska and
Joelle Pineau and
Yarin Gal and
Doina Precup},
title = {Invariant Causal Prediction for Block MDPs},
journal = {CoRR},
volume = {abs/2003.06016},
year = {2020},
url = {https://arxiv.org/abs/2003.06016},
eprinttype = {arXiv},
eprint = {2003.06016},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-06016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06350,
author = {Emmanuel Bengio and
Joelle Pineau and
Doina Precup},
title = {Interference and Generalization in Temporal Difference Learning},
journal = {CoRR},
volume = {abs/2003.06350},
year = {2020},
url = {https://arxiv.org/abs/2003.06350},
eprinttype = {arXiv},
eprint = {2003.06350},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-06350.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06560,
author = {Koustuv Sinha and
Shagun Sodhani and
Joelle Pineau and
William L. Hamilton},
title = {Evaluating Logical Generalization in Graph Neural Networks},
journal = {CoRR},
volume = {abs/2003.06560},
year = {2020},
url = {https://arxiv.org/abs/2003.06560},
eprinttype = {arXiv},
eprint = {2003.06560},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-06560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-12206,
author = {Joelle Pineau and
Philippe Vincent{-}Lamarre and
Koustuv Sinha and
Vincent Larivi{\`{e}}re and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Hugo Larochelle},
title = {Improving Reproducibility in Machine Learning Research {(A} Report
from the NeurIPS 2019 Reproducibility Program)},
journal = {CoRR},
volume = {abs/2003.12206},
year = {2020},
url = {https://arxiv.org/abs/2003.12206},
eprinttype = {arXiv},
eprint = {2003.12206},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-12206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00583,
author = {Koustuv Sinha and
Prasanna Parthasarathi and
Jasmine Wang and
Ryan Lowe and
William L. Hamilton and
Joelle Pineau},
title = {Learning an Unreferenced Metric for Online Dialogue Evaluation},
journal = {CoRR},
volume = {abs/2005.00583},
year = {2020},
url = {https://arxiv.org/abs/2005.00583},
eprinttype = {arXiv},
eprint = {2005.00583},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00583.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-02431,
author = {Ekaterina Kochmar and
Dung Do Vu and
Robert Belfer and
Varun Gupta and
Iulian Vlad Serban and
Joelle Pineau},
title = {Automated Personalized Feedback Improves Learning Gains in an Intelligent
Tutoring System},
journal = {CoRR},
volume = {abs/2005.02431},
year = {2020},
url = {https://arxiv.org/abs/2005.02431},
eprinttype = {arXiv},
eprint = {2005.02431},
timestamp = {Sat, 09 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-02431.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-03648,
author = {Ge Yang and
Amy Zhang and
Ari S. Morcos and
Joelle Pineau and
Pieter Abbeel and
Roberto Calandra},
title = {Plan2Vec: Unsupervised Representation Learning by Latent Plans},
journal = {CoRR},
volume = {abs/2005.03648},
year = {2020},
url = {https://arxiv.org/abs/2005.03648},
eprinttype = {arXiv},
eprint = {2005.03648},
timestamp = {Fri, 07 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-03648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-06616,
author = {Iulian Vlad Serban and
Varun Gupta and
Ekaterina Kochmar and
Dung Do Vu and
Robert Belfer and
Joelle Pineau and
Aaron C. Courville and
Laurent Charlin and
Yoshua Bengio},
title = {A Large-Scale, Open-Domain, Mixed-Interface Dialogue-Based {ITS} for
{STEM}},
journal = {CoRR},
volume = {abs/2005.06616},
year = {2020},
url = {https://arxiv.org/abs/2005.06616},
eprinttype = {arXiv},
eprint = {2005.06616},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-06616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13258,
author = {Paul Barde and
Julien Roy and
Wonseok Jeon and
Joelle Pineau and
Christopher J. Pal and
Derek Nowrouzezahrai},
title = {Adversarial Soft Advantage Fitting: Imitation Learning without Policy
Optimization},
journal = {CoRR},
volume = {abs/2006.13258},
year = {2020},
url = {https://arxiv.org/abs/2006.13258},
eprinttype = {arXiv},
eprint = {2006.13258},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-01516,
author = {Deepak Sharma and
Audrey Durand and
Marc{-}Andr{\'{e}} Legault and
Louis{-}Philippe Lemieux Perreault and
Audrey Lema{\c{c}}on and
Marie{-}Pierre Dub{\'{e}} and
Joelle Pineau},
title = {Deep interpretability for {GWAS}},
journal = {CoRR},
volume = {abs/2007.01516},
year = {2020},
url = {https://arxiv.org/abs/2007.01516},
eprinttype = {arXiv},
eprint = {2007.01516},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-01516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-02786,
author = {Joshua Romoff and
Peter Henderson and
David Kanaa and
Emmanuel Bengio and
Ahmed Touati and
Pierre{-}Luc Bacon and
Joelle Pineau},
title = {TDprop: Does Jacobi Preconditioning Help Temporal Difference Learning?},
journal = {CoRR},
volume = {abs/2007.02786},
year = {2020},
url = {https://arxiv.org/abs/2007.02786},
eprinttype = {arXiv},
eprint = {2007.02786},
timestamp = {Sat, 18 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-02786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07206,
author = {Amy Zhang and
Shagun Sodhani and
Khimya Khetarpal and
Joelle Pineau},
title = {Multi-Task Reinforcement Learning as a Hidden-Parameter Block {MDP}},
journal = {CoRR},
volume = {abs/2007.07206},
year = {2020},
url = {https://arxiv.org/abs/2007.07206},
eprinttype = {arXiv},
eprint = {2007.07206},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-10427,
author = {Prasanna Parthasarathi and
Joelle Pineau and
Sarath Chandar},
title = {How To Evaluate Your Dialogue System: Probe Tasks as an Alternative
for Token-level Evaluation Metrics},
journal = {CoRR},
volume = {abs/2008.10427},
year = {2020},
url = {https://arxiv.org/abs/2008.10427},
eprinttype = {arXiv},
eprint = {2008.10427},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-10427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-11811,
author = {Harsh Satija and
Philip Amortila and
Joelle Pineau},
title = {Constrained Markov Decision Processes via Backward Value Functions},
journal = {CoRR},
volume = {abs/2008.11811},
year = {2020},
url = {https://arxiv.org/abs/2008.11811},
eprinttype = {arXiv},
eprint = {2008.11811},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-11811.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-13579,
author = {Ruo Yu Tao and
Vincent Fran{\c{c}}ois{-}Lavet and
Joelle Pineau},
title = {Novelty Search in representational space for sample efficient exploration},
journal = {CoRR},
volume = {abs/2009.13579},
year = {2020},
url = {https://arxiv.org/abs/2009.13579},
eprinttype = {arXiv},
eprint = {2009.13579},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-13579.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03691,
author = {Wonseok Jeon and
Chen{-}Yang Su and
Paul Barde and
Thang Doan and
Derek Nowrouzezahrai and
Joelle Pineau},
title = {Regularized Inverse Reinforcement Learning},
journal = {CoRR},
volume = {abs/2010.03691},
year = {2020},
url = {https://arxiv.org/abs/2010.03691},
eprinttype = {arXiv},
eprint = {2010.03691},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03691.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-15896,
author = {Kalesha Bullard and
Franziska Meier and
Douwe Kiela and
Joelle Pineau and
Jakob N. Foerster},
title = {Exploring Zero-Shot Emergent Communication in Embodied Multi-Agent
Populations},
journal = {CoRR},
volume = {abs/2010.15896},
year = {2020},
url = {https://arxiv.org/abs/2010.15896},
eprinttype = {arXiv},
eprint = {2010.15896},
timestamp = {Tue, 03 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-15896.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-02055,
author = {Melissa Mozifian and
Amy Zhang and
Joelle Pineau and
David Meger},
title = {Intervention Design for Effective Sim2Real Transfer},
journal = {CoRR},
volume = {abs/2012.02055},
year = {2020},
url = {https://arxiv.org/abs/2012.02055},
eprinttype = {arXiv},
eprint = {2012.02055},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-02055.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/Francois-LavetR19,
author = {Vincent Fran{\c{c}}ois{-}Lavet and
Guillaume Rabusseau and
Joelle Pineau and
Damien Ernst and
Raphael Fonteneau},
title = {On Overfitting and Asymptotic Bias in Batch Reinforcement Learning
with Partial Observability},
journal = {J. Artif. Intell. Res.},
volume = {65},
pages = {1--30},
year = {2019},
url = {https://doi.org/10.1613/jair.1.11478},
doi = {10.1613/JAIR.1.11478},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/Francois-LavetR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CrawfordP19,
author = {Eric Crawford and
Joelle Pineau},
title = {Spatially Invariant Unsupervised Object Detection with Convolutional
Neural Networks},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {3412--3420},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013412},
doi = {10.1609/AAAI.V33I01.33013412},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/CrawfordP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DoanMAMDPH19,
author = {Thang Doan and
Jo{\~{a}}o Monteiro and
Isabela Albuquerque and
Bogdan Mazoure and
Audrey Durand and
Joelle Pineau and
R. Devon Hjelm},
title = {On-Line Adaptative Curriculum Learning for GANs},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {3470--3477},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013470},
doi = {10.1609/AAAI.V33I01.33013470},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DoanMAMDPH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Francois-LavetB19,
author = {Vincent Fran{\c{c}}ois{-}Lavet and
Yoshua Bengio and
Doina Precup and
Joelle Pineau},
title = {Combined Reinforcement Learning via Abstract Representations},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {3582--3589},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013582},
doi = {10.1609/AAAI.V33I01.33013582},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/Francois-LavetB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WangZLSP19,
author = {Boyu Wang and
Hejia Zhang and
Peng Liu and
Zebang Shen and
Joelle Pineau},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Multitask Metric Learning: Theory and Algorithm},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {3362--3371},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/wang19f.html},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/WangZLSP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LoweFBPD19,
author = {Ryan Lowe and
Jakob N. Foerster and
Y{-}Lan Boureau and
Joelle Pineau and
Yann N. Dauphin},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {On the Pitfalls of Measuring Emergent Communication},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {693--701},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331757},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/LoweFBPD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/MazoureDDPH19,
author = {Bogdan Mazoure and
Thang Doan and
Audrey Durand and
Joelle Pineau and
R. Devon Hjelm},
editor = {Leslie Pack Kaelbling and
Danica Kragic and
Komei Sugiura},
title = {Leveraging exploration in off-policy algorithms via normalizing flows},
booktitle = {3rd Annual Conference on Robot Learning, CoRL 2019, Osaka, Japan,
October 30 - November 1, 2019, Proceedings},
series = {Proceedings of Machine Learning Research},
volume = {100},
pages = {430--444},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v100/mazoure20a.html},
timestamp = {Mon, 25 May 2020 12:12:52 +0200},
biburl = {https://dblp.org/rec/conf/corl/MazoureDDPH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GuptaLFKP19,
author = {Abhinav Gupta and
Ryan Lowe and
Jakob N. Foerster and
Douwe Kiela and
Joelle Pineau},
editor = {Aditya Mogadala and
Dietrich Klakow and
Sandro Pezzelle and
Marie{-}Francine Moens},
title = {Seeded self-play for language learning},
booktitle = {Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world
kNowledge, LANTERN@EMNLP-IJCNLP 2019, Hong Kong, China, November 3,
2019},
pages = {62--66},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-6409},
doi = {10.18653/V1/D19-6409},
timestamp = {Fri, 06 Aug 2021 00:40:22 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/GuptaLFKP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SinhaSDPH19,
author = {Koustuv Sinha and
Shagun Sodhani and
Jin Dong and
Joelle Pineau and
William L. Hamilton},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {{CLUTRR:} {A} Diagnostic Benchmark for Inductive Reasoning from Text},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {4505--4514},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1458},
doi = {10.18653/V1/D19-1458},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SinhaSDPH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DasGRBPRP19,
author = {Abhishek Das and
Th{\'{e}}ophile Gervet and
Joshua Romoff and
Dhruv Batra and
Devi Parikh and
Mike Rabbat and
Joelle Pineau},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {TarMAC: Targeted Multi-Agent Communication},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {1538--1546},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/das19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/DasGRBPRP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Romoff0TOPB19,
author = {Joshua Romoff and
Peter Henderson and
Ahmed Touati and
Yann Ollivier and
Joelle Pineau and
Emma Brunskill},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Separable value functions across time-scales},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {5468--5477},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/romoff19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/Romoff0TOPB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/CacciaHCP19,
author = {Lucas Caccia and
Herke van Hoof and
Aaron C. Courville and
Joelle Pineau},
title = {Deep Generative Modeling of LiDAR Data},
booktitle = {2019 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2019, Macau, SAR, China, November 3-8, 2019},
pages = {5034--5040},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IROS40897.2019.8968535},
doi = {10.1109/IROS40897.2019.8968535},
timestamp = {Fri, 31 Jan 2020 10:27:14 +0100},
biburl = {https://dblp.org/rec/conf/iros/CacciaHCP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PaquetteLBSOKPS19,
author = {Philip Paquette and
Yuchen Lu and
Steven Bocco and
Max O. Smith and
Satya Ortiz{-}Gagne and
Jonathan K. Kummerfeld and
Joelle Pineau and
Satinder Singh and
Aaron C. Courville},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {No-Press Diplomacy: Modeling Multi-Agent Gameplay},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {4476--4487},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/84b20b1f5a0d103f5710bb67a043cd78-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PaquetteLBSOKPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AssranRBPR19,
author = {Mahmoud Assran and
Joshua Romoff and
Nicolas Ballas and
Joelle Pineau and
Mike Rabbat},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {13299--13309},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/a1a527267c0d33a86382a03c4c721cd2-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AssranRBPR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/TouatiSRPV19,
author = {Ahmed Touati and
Harsh Satija and
Joshua Romoff and
Joelle Pineau and
Pascal Vincent},
editor = {Amir Globerson and
Ricardo Silva},
title = {Randomized Value Functions via Multiplicative Normalizing Flows},
booktitle = {Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2019, Tel Aviv, Israel, July 22-25, 2019},
series = {Proceedings of Machine Learning Research},
volume = {115},
pages = {422--432},
publisher = {{AUAI} Press},
year = {2019},
url = {http://proceedings.mlr.press/v115/touati20a.html},
timestamp = {Tue, 15 Dec 2020 17:40:18 +0100},
biburl = {https://dblp.org/rec/conf/uai/TouatiSRPV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00098,
author = {Emily Dinan and
Varvara Logacheva and
Valentin Malykh and
Alexander H. Miller and
Kurt Shuster and
Jack Urbanek and
Douwe Kiela and
Arthur Szlam and
Iulian Serban and
Ryan Lowe and
Shrimai Prabhumoye and
Alan W. Black and
Alexander I. Rudnicky and
Jason D. Williams and
Joelle Pineau and
Mikhail Burtsev and
Jason Weston},
title = {The Second Conversational Intelligence Challenge (ConvAI2)},
journal = {CoRR},
volume = {abs/1902.00098},
year = {2019},
url = {http://arxiv.org/abs/1902.00098},
eprinttype = {arXiv},
eprint = {1902.00098},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01883,
author = {Joshua Romoff and
Peter Henderson and
Ahmed Touati and
Yann Ollivier and
Emma Brunskill and
Joelle Pineau},
title = {Separating value functions across time-scales},
journal = {CoRR},
volume = {abs/1902.01883},
year = {2019},
url = {http://arxiv.org/abs/1902.01883},
eprinttype = {arXiv},
eprint = {1902.01883},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01883.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-05168,
author = {Ryan Lowe and
Jakob N. Foerster and
Y{-}Lan Boureau and
Joelle Pineau and
Yann N. Dauphin},
title = {On the Pitfalls of Measuring Emergent Communication},
journal = {CoRR},
volume = {abs/1903.05168},
year = {2019},
url = {http://arxiv.org/abs/1903.05168},
eprinttype = {arXiv},
eprint = {1903.05168},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-05168.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-06893,
author = {Bogdan Mazoure and
Thang Doan and
Audrey Durand and
R. Devon Hjelm and
Joelle Pineau},
title = {Leveraging exploration in off-policy algorithms via normalizing flows},
journal = {CoRR},
volume = {abs/1905.06893},
year = {2019},
url = {http://arxiv.org/abs/1905.06893},
eprinttype = {arXiv},
eprint = {1905.06893},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-06893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-09562,
author = {Pierre Thodoroff and
Nishanth Anand and
Lucas Caccia and
Doina Precup and
Joelle Pineau},
title = {Recurrent Value Functions},
journal = {CoRR},
volume = {abs/1905.09562},
year = {2019},
url = {http://arxiv.org/abs/1905.09562},
eprinttype = {arXiv},
eprint = {1905.09562},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-09562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04585,
author = {Mahmoud Assran and
Joshua Romoff and
Nicolas Ballas and
Joelle Pineau and
Mike Rabbat},
title = {Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1906.04585},
year = {2019},
url = {http://arxiv.org/abs/1906.04585},
eprinttype = {arXiv},
eprint = {1906.04585},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04585.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10437,
author = {Amy Zhang and
Zachary C. Lipton and
Luis Pineda and
Kamyar Azizzadenesheli and
Anima Anandkumar and
Laurent Itti and
Joelle Pineau and
Tommaso Furlanello},
title = {Learning Causal State Representations of Partially Observable Environments},
journal = {CoRR},
volume = {abs/1906.10437},
year = {2019},
url = {http://arxiv.org/abs/1906.10437},
eprinttype = {arXiv},
eprint = {1906.10437},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10437.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06177,
author = {Koustuv Sinha and
Shagun Sodhani and
Jin Dong and
Joelle Pineau and
William L. Hamilton},
title = {{CLUTRR:} {A} Diagnostic Benchmark for Inductive Reasoning from Text},
journal = {CoRR},
volume = {abs/1908.06177},
year = {2019},
url = {http://arxiv.org/abs/1908.06177},
eprinttype = {arXiv},
eprint = {1908.06177},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-06177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-02128,
author = {Philip Paquette and
Yuchen Lu and
Steven Bocco and
Max O. Smith and
Satya Ortiz{-}Gagne and
Jonathan K. Kummerfeld and
Satinder Singh and
Joelle Pineau and
Aaron C. Courville},
title = {No Press Diplomacy: Modeling Multi-Agent Gameplay},
journal = {CoRR},
volume = {abs/1909.02128},
year = {2019},
url = {http://arxiv.org/abs/1909.02128},
eprinttype = {arXiv},
eprint = {1909.02128},
timestamp = {Thu, 21 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-02128.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-07543,
author = {Thang Doan and
Bogdan Mazoure and
Audrey Durand and
Joelle Pineau and
R. Devon Hjelm},
title = {Attraction-Repulsion Actor-Critic for Continuous Control Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1909.07543},
year = {2019},
url = {http://arxiv.org/abs/1909.07543},
eprinttype = {arXiv},
eprint = {1909.07543},
timestamp = {Mon, 23 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-07543.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01708,
author = {Scott Fujimoto and
Edoardo Conti and
Mohammad Ghavamzadeh and
Joelle Pineau},
title = {Benchmarking Batch Deep Reinforcement Learning Algorithms},
journal = {CoRR},
volume = {abs/1910.01708},
year = {2019},
url = {http://arxiv.org/abs/1910.01708},
eprinttype = {arXiv},
eprint = {1910.01708},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01741,
author = {Denis Yarats and
Amy Zhang and
Ilya Kostrikov and
Brandon Amos and
Joelle Pineau and
Rob Fergus},
title = {Improving Sample Efficiency in Model-Free Reinforcement Learning from
Images},
journal = {CoRR},
volume = {abs/1910.01741},
year = {2019},
url = {http://arxiv.org/abs/1910.01741},
eprinttype = {arXiv},
eprint = {1910.01741},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01741.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04054,
author = {Viswanath Sivakumar and
Tim Rockt{\"{a}}schel and
Alexander H. Miller and
Heinrich K{\"{u}}ttler and
Nantas Nardelli and
Mike Rabbat and
Joelle Pineau and
Sebastian Riedel},
title = {{MVFST-RL:} An Asynchronous {RL} Framework for Congestion Control
with Delayed Actions},
journal = {CoRR},
volume = {abs/1910.04054},
year = {2019},
url = {http://arxiv.org/abs/1910.04054},
eprinttype = {arXiv},
eprint = {1910.04054},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-04054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08019,
author = {Lucas Caccia and
Eugene Belilovsky and
Massimo Caccia and
Joelle Pineau},
title = {Online Learned Continual Compression with Stacked Quantization Module},
journal = {CoRR},
volume = {abs/1911.08019},
year = {2019},
url = {http://arxiv.org/abs/1911.08019},
eprinttype = {arXiv},
eprint = {1911.08019},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-08019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-09033,
author = {Eric Crawford and
Joelle Pineau},
title = {Exploiting Spatial Invariance for Scalable Unsupervised Object Tracking},
journal = {CoRR},
volume = {abs/1911.09033},
year = {2019},
url = {http://arxiv.org/abs/1911.09033},
eprinttype = {arXiv},
eprint = {1911.09033},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-09033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dad/SerbanLHCP18,
author = {Iulian Vlad Serban and
Ryan Lowe and
Peter Henderson and
Laurent Charlin and
Joelle Pineau},
title = {A Survey of Available Corpora For Building Data-Driven Dialogue Systems:
The Journal Version},
journal = {Dialogue Discourse},
volume = {9},
number = {1},
pages = {1--49},
year = {2018},
url = {http://dad.uni-bielefeld.de/index.php/dad/article/view/3690},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dad/SerbanLHCP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/Francois-LavetH18,
author = {Vincent Fran{\c{c}}ois{-}Lavet and
Peter Henderson and
Riashat Islam and
Marc G. Bellemare and
Joelle Pineau},
title = {An Introduction to Deep Reinforcement Learning},
journal = {Found. Trends Mach. Learn.},
volume = {11},
number = {3-4},
pages = {219--354},
year = {2018},
url = {https://doi.org/10.1561/2200000071},
doi = {10.1561/2200000071},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ftml/Francois-LavetH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsr/GhorbelPGJS18,
author = {Mahmoud Ghorbel and
Joelle Pineau and
Richard Gourdeau and
Shervin Javdani and
Siddhartha S. Srinivasa},
title = {A Decision-Theoretic Approach for the Collaborative Control of a Smart
Wheelchair},
journal = {Int. J. Soc. Robotics},
volume = {10},
number = {1},
pages = {131--145},
year = {2018},
url = {https://doi.org/10.1007/s12369-017-0434-7},
doi = {10.1007/S12369-017-0434-7},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijsr/GhorbelPGJS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/DurandMP18,
author = {Audrey Durand and
Odalric{-}Ambrym Maillard and
Joelle Pineau},
title = {Streaming kernel regression with provably adaptive mean, variance,
and regularization},
journal = {J. Mach. Learn. Res.},
volume = {19},
pages = {17:1--17:34},
year = {2018},
url = {https://jmlr.org/papers/v19/17-404.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/DurandMP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0002CBMPP18,
author = {Peter Henderson and
Wei{-}Di Chang and
Pierre{-}Luc Bacon and
David Meger and
Joelle Pineau and
Doina Precup},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {OptionGAN: Learning Joint Reward-Policy Options Using Generative Adversarial
Inverse Reinforcement Learning},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3199--3206},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11775},
doi = {10.1609/AAAI.V32I1.11775},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0002CBMPP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0002IBPPM18,
author = {Peter Henderson and
Riashat Islam and
Philip Bachman and
Joelle Pineau and
Doina Precup and
David Meger},
editor = {Sheila A. McIlraith and
Kilian Q. Weinberger},
title = {Deep Reinforcement Learning That Matters},
booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
(AAAI-18), the 30th innovative Applications of Artificial Intelligence
(IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
2-7, 2018},
pages = {3207--3214},
publisher = {{AAAI} Press},
year = {2018},
url = {https://doi.org/10.1609/aaai.v32i1.11694},
doi = {10.1609/AAAI.V32I1.11694},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0002IBPPM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/0002SAKFLP18,
author = {Peter Henderson and
Koustuv Sinha and
Nicolas Angelard{-}Gontier and
Nan Rosemary Ke and
Genevieve Fried and
Ryan Lowe and
Joelle Pineau},
editor = {Jason Furman and
Gary E. Marchant and
Huw Price and
Francesca Rossi},
title = {Ethical Challenges in Data-Driven Dialogue Systems},
booktitle = {Proceedings of the 2018 {AAAI/ACM} Conference on AI, Ethics, and Society,
{AIES} 2018, New Orleans, LA, USA, February 02-03, 2018},
pages = {123--129},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3278721.3278777},
doi = {10.1145/3278721.3278777},
timestamp = {Tue, 23 Jan 2024 13:25:45 +0100},
biburl = {https://dblp.org/rec/conf/aies/0002SAKFLP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/Romoff0PFP18,
author = {Joshua Romoff and
Peter Henderson and
Alexandre Pich{\'{e}} and
Vincent Fran{\c{c}}ois{-}Lavet and
Joelle Pineau},
title = {Reward Estimation for Variance Reduction in Deep Reinforcement Learning},
booktitle = {2nd Annual Conference on Robot Learning, CoRL 2018, Z{\"{u}}rich,
Switzerland, 29-31 October 2018, Proceedings},
series = {Proceedings of Machine Learning Research},
volume = {87},
pages = {674--699},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v87/romoff18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:24 +0200},
biburl = {https://dblp.org/rec/conf/corl/Romoff0PFP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ParthasarathiP18,
author = {Prasanna Parthasarathi and
Joelle Pineau},
editor = {Ellen Riloff and
David Chiang and
Julia Hockenmaier and
Jun'ichi Tsujii},
title = {Extending Neural Generative Conversational Model using External Knowledge
Sources},
booktitle = {Proceedings of the 2018 Conference on Empirical Methods in Natural
Language Processing, Brussels, Belgium, October 31 - November 4, 2018},
pages = {690--695},
publisher = {Association for Computational Linguistics},
year = {2018},
url = {https://doi.org/10.18653/v1/d18-1073},
doi = {10.18653/V1/D18-1073},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/ParthasarathiP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RomoffP0FP18,
author = {Joshua Romoff and
Alexandre Pich{\'{e}} and
Peter Henderson and
Vincent Fran{\c{c}}ois{-}Lavet and
Joelle Pineau},
title = {Reward Estimation for Variance Reduction in Deep Reinforcement Learning},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=r1vcHYJvM},
timestamp = {Thu, 04 Apr 2019 13:20:09 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RomoffP0FP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangSP18,
author = {Amy Zhang and
Harsh Satija and
Joelle Pineau},
title = {Decoupling Dynamics and Reward for Transfer Learning},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=H1aoddyvM},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KeZSLTBPCP18,
author = {Nan Rosemary Ke and
Konrad Zolna and
Alessandro Sordoni and
Zhouhan Lin and
Adam Trischler and
Yoshua Bengio and
Joelle Pineau and
Laurent Charlin and
Christopher J. Pal},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Focused Hierarchical RNNs for Conditional Sequence Processing},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {2559--2568},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/ke18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/KeZSLTBPCP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SmithHP18,
author = {Matthew J. A. Smith and
Herke van Hoof and
Joelle Pineau},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {An Inference-Based Policy Gradient Method for Learning Options},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {4710--4719},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/smith18a.html},
timestamp = {Thu, 07 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/SmithHP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/DurandAISMP18,
author = {Audrey Durand and
Charis Achilleos and
Demetris Iacovides and
Katerina Strati and
Georgios D. Mitsis and
Joelle Pineau},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
Ken Jung and
David C. Kale and
Rajesh Ranganath and
Byron C. Wallace and
Jenna Wiens},
title = {Contextual Bandits for Adapting Treatment in a Mouse Model of de Novo
Carcinogenesis},
booktitle = {Proceedings of the Machine Learning for Healthcare Conference, {MLHC}
2018, 17-18 August 2018, Palo Alto, California},
series = {Proceedings of Machine Learning Research},
volume = {85},
pages = {67--82},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v85/durand18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:31 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/DurandAISMP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ThodoroffDPP18,
author = {Pierre Thodoroff and
Audrey Durand and
Joelle Pineau and
Doina Precup},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Temporal Regularization for Markov Decision Process},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {1784--1794},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/4b0250793549726d5c1ea3906726ebfe-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ThodoroffDPP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-06700,
author = {Iulian Vlad Serban and
Chinnadhurai Sankar and
Mathieu Germain and
Saizheng Zhang and
Zhouhan Lin and
Sandeep Subramanian and
Taesup Kim and
Michael Pieper and
Sarath Chandar and
Nan Rosemary Ke and
Sai Rajeswar and
Alexandre de Br{\'{e}}bisson and
Jose M. R. Sotelo and
Dendi Suhubdy and
Vincent Michalski and
Alexandre Nguyen and
Joelle Pineau and
Yoshua Bengio},
title = {A Deep Reinforcement Learning Chatbot (Short Version)},
journal = {CoRR},
volume = {abs/1801.06700},
year = {2018},
url = {http://arxiv.org/abs/1801.06700},
eprinttype = {arXiv},
eprint = {1801.06700},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-06700.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09484,
author = {Valentin Thomas and
Emmanuel Bengio and
William Fedus and
Jules Pondard and
Philippe Beaudoin and
Hugo Larochelle and
Joelle Pineau and
Doina Precup and
Yoshua Bengio},
title = {Disentangling the independently controllable factors of variation
by interacting with the world},
journal = {CoRR},
volume = {abs/1802.09484},
year = {2018},
url = {http://arxiv.org/abs/1802.09484},
eprinttype = {arXiv},
eprint = {1802.09484},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-10689,
author = {Amy Zhang and
Harsh Satija and
Joelle Pineau},
title = {Decoupling Dynamics and Reward for Transfer Learning},
journal = {CoRR},
volume = {abs/1804.10689},
year = {2018},
url = {http://arxiv.org/abs/1804.10689},
eprinttype = {arXiv},
eprint = {1804.10689},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-10689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-03359,
author = {Joshua Romoff and
Alexandre Pich{\'{e}} and
Peter Henderson and
Vincent Fran{\c{c}}ois{-}Lavet and
Joelle Pineau},
title = {Reward Estimation for Variance Reduction in Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1805.03359},
year = {2018},
url = {http://arxiv.org/abs/1805.03359},
eprinttype = {arXiv},
eprint = {1805.03359},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-03359.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02315,
author = {Ahmed Touati and
Harsh Satija and
Joshua Romoff and
Joelle Pineau and
Pascal Vincent},
title = {Randomized Value Functions via Multiplicative Normalizing Flows},
journal = {CoRR},
volume = {abs/1806.02315},
year = {2018},
url = {http://arxiv.org/abs/1806.02315},
eprinttype = {arXiv},
eprint = {1806.02315},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02315.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-04342,
author = {Nan Rosemary Ke and
Konrad Zolna and
Alessandro Sordoni and
Zhouhan Lin and
Adam Trischler and
Yoshua Bengio and
Joelle Pineau and
Laurent Charlin and
Chris Pal},
title = {Focused Hierarchical RNNs for Conditional Sequence Processing},
journal = {CoRR},
volume = {abs/1806.04342},
year = {2018},
url = {http://arxiv.org/abs/1806.04342},
eprinttype = {arXiv},
eprint = {1806.04342},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-04342.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-07937,
author = {Amy Zhang and
Nicolas Ballas and
Joelle Pineau},
title = {A Dissection of Overfitting and Generalization in Continuous Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1806.07937},
year = {2018},
url = {http://arxiv.org/abs/1806.07937},
eprinttype = {arXiv},
eprint = {1806.07937},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-07937.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-04723,
author = {Iulian Vlad Serban and
Chinnadhurai Sankar and
Michael Pieper and
Joelle Pineau and
Yoshua Bengio},
title = {The Bottleneck Simulator: {A} Model-based Deep Reinforcement Learning
Approach},
journal = {CoRR},
volume = {abs/1807.04723},
year = {2018},
url = {http://arxiv.org/abs/1807.04723},
eprinttype = {arXiv},
eprint = {1807.04723},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-04723.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-00020,
author = {Thang Doan and
Jo{\~{a}}o Monteiro and
Isabela Albuquerque and
Bogdan Mazoure and
Audrey Durand and
Joelle Pineau and
R. Devon Hjelm},
title = {Online Adaptative Curriculum Learning for GANs},
journal = {CoRR},
volume = {abs/1808.00020},
year = {2018},
url = {http://arxiv.org/abs/1808.00020},
eprinttype = {arXiv},
eprint = {1808.00020},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-00020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04506,
author = {Vincent Fran{\c{c}}ois{-}Lavet and
Yoshua Bengio and
Doina Precup and
Joelle Pineau},
title = {Combined Reinforcement Learning via Abstract Representations},
journal = {CoRR},
volume = {abs/1809.04506},
year = {2018},
url = {http://arxiv.org/abs/1809.04506},
eprinttype = {arXiv},
eprint = {1809.04506},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-04506.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04988,
author = {Eric Crawford and
Guillaume Rabusseau and
Joelle Pineau},
title = {Sequential Coordination of Deep Models for Learning Visual Arithmetic},
journal = {CoRR},
volume = {abs/1809.04988},
year = {2018},
url = {http://arxiv.org/abs/1809.04988},
eprinttype = {arXiv},
eprint = {1809.04988},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-04988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-05524,
author = {Prasanna Parthasarathi and
Joelle Pineau},
title = {Extending Neural Generative Conversational Model using External Knowledge
Sources},
journal = {CoRR},
volume = {abs/1809.05524},
year = {2018},
url = {http://arxiv.org/abs/1809.05524},
eprinttype = {arXiv},
eprint = {1809.05524},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-05524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-02525,
author = {Peter Henderson and
Joshua Romoff and
Joelle Pineau},
title = {Where Did My Optimum Go?: An Empirical Analysis of Gradient Descent
Optimization in Policy Gradient Methods},
journal = {CoRR},
volume = {abs/1810.02525},
year = {2018},
url = {http://arxiv.org/abs/1810.02525},
eprinttype = {arXiv},
eprint = {1810.02525},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-02525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-11187,
author = {Abhishek Das and
Th{\'{e}}ophile Gervet and
Joshua Romoff and
Dhruv Batra and
Devi Parikh and
Michael G. Rabbat and
Joelle Pineau},
title = {TarMAC: Targeted Multi-Agent Communication},
journal = {CoRR},
volume = {abs/1810.11187},
year = {2018},
url = {http://arxiv.org/abs/1810.11187},
eprinttype = {arXiv},
eprint = {1810.11187},
timestamp = {Mon, 09 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-11187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00429,
author = {Pierre Thodoroff and
Audrey Durand and
Joelle Pineau and
Doina Precup},
title = {Temporal Regularization in Markov Decision Process},
journal = {CoRR},
volume = {abs/1811.00429},
year = {2018},
url = {http://arxiv.org/abs/1811.00429},
eprinttype = {arXiv},
eprint = {1811.00429},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01302,
author = {Peter Henderson and
Koustuv Sinha and
Nan Rosemary Ke and
Joelle Pineau},
title = {Adversarial Gain},
journal = {CoRR},
volume = {abs/1811.01302},
year = {2018},
url = {http://arxiv.org/abs/1811.01302},
eprinttype = {arXiv},
eprint = {1811.01302},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-01302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02549,
author = {Massimo Caccia and
Lucas Caccia and
William Fedus and
Hugo Larochelle and
Joelle Pineau and
Laurent Charlin},
title = {Language GANs Falling Short},
journal = {CoRR},
volume = {abs/1811.02549},
year = {2018},
url = {http://arxiv.org/abs/1811.02549},
eprinttype = {arXiv},
eprint = {1811.02549},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-02549.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02714,
author = {Nicolas Gontier and
Koustuv Sinha and
Peter Henderson and
Iulian Serban and
Michael Noseworthy and
Prasanna Parthasarathi and
Joelle Pineau},
title = {The RLLChatbot: a solution to the ConvAI challenge},
journal = {CoRR},
volume = {abs/1811.02714},
year = {2018},
url = {http://arxiv.org/abs/1811.02714},
eprinttype = {arXiv},
eprint = {1811.02714},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-02714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02959,
author = {Koustuv Sinha and
Shagun Sodhani and
William L. Hamilton and
Joelle Pineau},
title = {Compositional Language Understanding with Text-based Relational Reasoning},
journal = {CoRR},
volume = {abs/1811.02959},
year = {2018},
url = {http://arxiv.org/abs/1811.02959},
eprinttype = {arXiv},
eprint = {1811.02959},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-02959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06032,
author = {Amy Zhang and
Yuxin Wu and
Joelle Pineau},
title = {Natural Environment Benchmarks for Reinforcement Learning},
journal = {CoRR},
volume = {abs/1811.06032},
year = {2018},
url = {http://arxiv.org/abs/1811.06032},
eprinttype = {arXiv},
eprint = {1811.06032},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12560,
author = {Vincent Fran{\c{c}}ois{-}Lavet and
Peter Henderson and
Riashat Islam and
Marc G. Bellemare and
Joelle Pineau},
title = {An Introduction to Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1811.12560},
year = {2018},
url = {http://arxiv.org/abs/1811.12560},
eprinttype = {arXiv},
eprint = {1811.12560},
timestamp = {Mon, 03 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-01180,
author = {Lucas Caccia and
Herke van Hoof and
Aaron C. Courville and
Joelle Pineau},
title = {Deep Generative Modeling of LiDAR Data},
journal = {CoRR},
volume = {abs/1812.01180},
year = {2018},
url = {http://arxiv.org/abs/1812.01180},
eprinttype = {arXiv},
eprint = {1812.01180},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-01180.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dad/LowePSCLP17,
author = {Ryan Thomas Lowe and
Nissan Pow and
Iulian Vlad Serban and
Laurent Charlin and
Chia{-}Wei Liu and
Joelle Pineau},
title = {Training End-to-End Dialogue Systems with the Ubuntu Dialogue Corpus},
journal = {Dialogue Discourse},
volume = {8},
number = {1},
pages = {31--65},
year = {2017},
url = {http://dad.uni-bielefeld.de/index.php/dad/article/view/3698},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dad/LowePSCLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/EmamiYRPCH17,
author = {Ali Emami and
Joseph El Youssef and
Remi Rabasa{-}Lhoret and
Joelle Pineau and
Jessica R. Castle and
Ahmad Haidar},
title = {Modeling Glucagon Action in Patients With Type 1 Diabetes},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {21},
number = {4},
pages = {1163--1171},
year = {2017},
url = {https://doi.org/10.1109/JBHI.2016.2593630},
doi = {10.1109/JBHI.2016.2593630},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/titb/EmamiYRPCH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SerbanSLCPCB17,
author = {Iulian Vlad Serban and
Alessandro Sordoni and
Ryan Lowe and
Laurent Charlin and
Joelle Pineau and
Aaron C. Courville and
Yoshua Bengio},
editor = {Satinder Singh and
Shaul Markovitch},
title = {A Hierarchical Latent Variable Encoder-Decoder Model for Generating
Dialogues},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {3295--3301},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10983},
doi = {10.1609/AAAI.V31I1.10983},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SerbanSLCPCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LoweNSABP17,
author = {Ryan Lowe and
Michael Noseworthy and
Iulian Vlad Serban and
Nicolas Angelard{-}Gontier and
Yoshua Bengio and
Joelle Pineau},
editor = {Regina Barzilay and
Min{-}Yen Kan},
title = {Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses},
booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2017, Vancouver, Canada, July 30 - August 4, Volume
1: Long Papers},
pages = {1116--1126},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/P17-1103},
doi = {10.18653/V1/P17-1103},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LoweNSABP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/SmithCP17,
author = {Matthew Smith and
Laurent Charlin and
Joelle Pineau},
editor = {Malek Mouhoub and
Philippe Langlais},
title = {A Sparse Probabilistic Model of User Preference Data},
booktitle = {Advances in Artificial Intelligence - 30th Canadian Conference on
Artificial Intelligence, Canadian {AI} 2017, Edmonton, AB, Canada,
May 16-19, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10233},
pages = {316--328},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57351-9\_36},
doi = {10.1007/978-3-319-57351-9\_36},
timestamp = {Thu, 28 Sep 2023 12:27:16 +0200},
biburl = {https://dblp.org/rec/conf/ai/SmithCP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SerbanOPC17a,
author = {Iulian Vlad Serban and
Alexander Ororbia and
Joelle Pineau and
Aaron C. Courville},
editor = {Kai{-}Wei Chang and
Ming{-}Wei Chang and
Vivek Srikumar and
Alexander M. Rush},
title = {Piecewise Latent Variables for Neural Variational Text Processing},
booktitle = {Proceedings of the 2nd Workshop on Structured Prediction for Natural
Language Processing, SPNLP@EMNLP, Copenhagen, Denmark, September 2017},
pages = {52--62},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/w17-4308},
doi = {10.18653/V1/W17-4308},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SerbanOPC17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SerbanOPC17,
author = {Iulian Vlad Serban and
Alexander G. Ororbia II and
Joelle Pineau and
Aaron C. Courville},
editor = {Martha Palmer and
Rebecca Hwa and
Sebastian Riedel},
title = {Piecewise Latent Variables for Neural Variational Text Processing},
booktitle = {Proceedings of the 2017 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2017, Copenhagen, Denmark, September
9-11, 2017},
pages = {422--432},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/d17-1043},
doi = {10.18653/V1/D17-1043},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SerbanOPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BahdanauBXGLPCB17,
author = {Dzmitry Bahdanau and
Philemon Brakel and
Kelvin Xu and
Anirudh Goyal and
Ryan Lowe and
Joelle Pineau and
Aaron C. Courville and
Yoshua Bengio},
title = {An Actor-Critic Algorithm for Sequence Prediction},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=SJDaqqveg},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BahdanauBXGLPCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LoweNSABP17,
author = {Ryan Lowe and
Michael Noseworthy and
Iulian Vlad Serban and
Nicolas Angelard{-}Gontier and
Yoshua Bengio and
Joelle Pineau},
title = {Towards an automatic Turing test: Learning to evaluate dialogue responses},
booktitle = {5th International Conference on Learning Representations, {ICLR} 2017,
Toulon, France, April 24-26, 2017, Workshop Track Proceedings},
publisher = {OpenReview.net},
year = {2017},
url = {https://openreview.net/forum?id=Sk7c3yVYg},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LoweNSABP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RabusseauBP17,
author = {Guillaume Rabusseau and
Borja Balle and
Joelle Pineau},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Multitask Spectral Learning of Weighted Automata},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {2588--2597},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/e655c7716a4b3ea67f48c6322fc42ed6-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/RabusseauBP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/TruongPP17,
author = {Hoai Phuoc Truong and
Prasanna Parthasarathi and
Joelle Pineau},
editor = {Kristiina Jokinen and
Manfred Stede and
David DeVault and
Annie Louis},
title = {{MACA:} {A} Modular Architecture for Conversational Agents},
booktitle = {Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue,
Saarbr{\"{u}}cken, Germany, August 15-17, 2017},
pages = {93--102},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/w17-5513},
doi = {10.18653/V1/W17-5513},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigdial/TruongPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/NoseworthyCP17,
author = {Michael Noseworthy and
Jackie Chi Kit Cheung and
Joelle Pineau},
editor = {Kristiina Jokinen and
Manfred Stede and
David DeVault and
Annie Louis},
title = {Predicting Success in Goal-Driven Human-Human Dialogues},
booktitle = {Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue,
Saarbr{\"{u}}cken, Germany, August 15-17, 2017},
pages = {253--262},
publisher = {Association for Computational Linguistics},
year = {2017},
url = {https://doi.org/10.18653/v1/w17-5531},
doi = {10.18653/V1/W17-5531},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigdial/NoseworthyCP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BengioTPPB17,
author = {Emmanuel Bengio and
Valentin Thomas and
Joelle Pineau and
Doina Precup and
Yoshua Bengio},
title = {Independently Controllable Features},
journal = {CoRR},
volume = {abs/1703.07718},
year = {2017},
url = {http://arxiv.org/abs/1703.07718},
eprinttype = {arXiv},
eprint = {1703.07718},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BengioTPPB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-00768,
author = {Audrey Durand and
Odalric{-}Ambrym Maillard and
Joelle Pineau},
title = {Streaming kernel regression with provably adaptive mean, variance,
and regularization},
journal = {CoRR},
volume = {abs/1708.00768},
year = {2017},
url = {http://arxiv.org/abs/1708.00768},
eprinttype = {arXiv},
eprint = {1708.00768},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-00768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-01289,
author = {Valentin Thomas and
Jules Pondard and
Emmanuel Bengio and
Marc Sarfati and
Philippe Beaudoin and
Marie{-}Jean Meurs and
Joelle Pineau and
Doina Precup and
Yoshua Bengio},
title = {Independently Controllable Factors},
journal = {CoRR},
volume = {abs/1708.01289},
year = {2017},
url = {http://arxiv.org/abs/1708.01289},
eprinttype = {arXiv},
eprint = {1708.01289},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-01289.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-07149,
author = {Ryan Lowe and
Michael Noseworthy and
Iulian Vlad Serban and
Nicolas Angelard{-}Gontier and
Yoshua Bengio and
Joelle Pineau},
title = {Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses},
journal = {CoRR},
volume = {abs/1708.07149},
year = {2017},
url = {http://arxiv.org/abs/1708.07149},
eprinttype = {arXiv},
eprint = {1708.07149},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-07149.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-02349,
author = {Iulian Vlad Serban and
Chinnadhurai Sankar and
Mathieu Germain and
Saizheng Zhang and
Zhouhan Lin and
Sandeep Subramanian and
Taesup Kim and
Michael Pieper and
Sarath Chandar and
Nan Rosemary Ke and
Sai Mudumba and
Alexandre de Br{\'{e}}bisson and
Jose Sotelo and
Dendi Suhubdy and
Vincent Michalski and
Alexandre Nguyen and
Joelle Pineau and
Yoshua Bengio},
title = {A Deep Reinforcement Learning Chatbot},
journal = {CoRR},
volume = {abs/1709.02349},
year = {2017},
url = {http://arxiv.org/abs/1709.02349},
eprinttype = {arXiv},
eprint = {1709.02349},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-02349.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-06560,
author = {Peter Henderson and
Riashat Islam and
Philip Bachman and
Joelle Pineau and
Doina Precup and
David Meger},
title = {Deep Reinforcement Learning that Matters},
journal = {CoRR},
volume = {abs/1709.06560},
year = {2017},
url = {http://arxiv.org/abs/1709.06560},
eprinttype = {arXiv},
eprint = {1709.06560},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-06560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-06683,
author = {Peter Henderson and
Wei{-}Di Chang and
Pierre{-}Luc Bacon and
David Meger and
Joelle Pineau and
Doina Precup},
title = {OptionGAN: Learning Joint Reward-Policy Options using Generative Adversarial
Inverse Reinforcement Learning},
journal = {CoRR},
volume = {abs/1709.06683},
year = {2017},
url = {http://arxiv.org/abs/1709.06683},
eprinttype = {arXiv},
eprint = {1709.06683},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-06683.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-04755,
author = {Anirudh Goyal and
Nan Rosemary Ke and
Alex Lamb and
R. Devon Hjelm and
Chris Pal and
Joelle Pineau and
Yoshua Bengio},
title = {ACtuAL: Actor-Critic Under Adversarial Learning},
journal = {CoRR},
volume = {abs/1711.04755},
year = {2017},
url = {http://arxiv.org/abs/1711.04755},
eprinttype = {arXiv},
eprint = {1711.04755},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-04755.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09050,
author = {Peter Henderson and
Koustuv Sinha and
Nicolas Angelard{-}Gontier and
Nan Rosemary Ke and
Genevieve Fried and
Ryan Lowe and
Joelle Pineau},
title = {Ethical Challenges in Data-Driven Dialogue Systems},
journal = {CoRR},
volume = {abs/1711.09050},
year = {2017},
url = {http://arxiv.org/abs/1711.09050},
eprinttype = {arXiv},
eprint = {1711.09050},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-09520,
author = {Xingwei Cao and
Guillaume Rabusseau and
Joelle Pineau},
title = {Tensor Regression Networks with various Low-Rank Tensor Approximations},
journal = {CoRR},
volume = {abs/1712.09520},
year = {2017},
url = {http://arxiv.org/abs/1712.09520},
eprinttype = {arXiv},
eprint = {1712.09520},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-09520.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsr/KimP16,
author = {Beomjoon Kim and
Joelle Pineau},
title = {Socially Adaptive Path Planning in Human Environments Using Inverse
Reinforcement Learning},
journal = {Int. J. Soc. Robotics},
volume = {8},
number = {1},
pages = {51--66},
year = {2016},
url = {https://doi.org/10.1007/s12369-015-0310-2},
doi = {10.1007/S12369-015-0310-2},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijsr/KimP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BarretoPP16,
author = {Andr{\'{e}} da Motta Salles Barreto and
Doina Precup and
Joelle Pineau},
title = {Practical Kernel-Based Reinforcement Learning},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {67:1--67:70},
year = {2016},
url = {https://jmlr.org/papers/v17/13-134.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BarretoPP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangP16,
author = {Boyu Wang and
Joelle Pineau},
title = {Online Bagging and Boosting for Imbalanced Data Streams},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {12},
pages = {3353--3366},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2609424},
doi = {10.1109/TKDE.2016.2609424},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BarretoBPP16,
author = {Andr{\'{e}} da Motta Salles Barreto and
Rafael L. Beirigo and
Joelle Pineau and
Doina Precup},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Incremental Stochastic Factorization for Online Reinforcement Learning},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1468--1475},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10311},
doi = {10.1609/AAAI.V30I1.10311},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BarretoBPP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangPB16,
author = {Boyu Wang and
Joelle Pineau and
Borja Balle},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Multitask Generalized Eigenvalue Program},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {2115--2121},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10229},
doi = {10.1609/AAAI.V30I1.10229},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangPB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SerbanSBCP16,
author = {Iulian Vlad Serban and
Alessandro Sordoni and
Yoshua Bengio and
Aaron C. Courville and
Joelle Pineau},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Building End-To-End Dialogue Systems Using Generative Hierarchical
Neural Network Models},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {3776--3784},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.9883},
doi = {10.1609/AAAI.V30I1.9883},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/SerbanSBCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/GerdzhevPMVF16,
author = {Martin Gerdzhev and
Joelle Pineau and
Ian M. Mitchell and
Pooja Viswanathan and
Genevi{\`{e}}ve Foley},
title = {On the Use of Modular Software and Hardware for Designing Wheelchair
Robots},
booktitle = {2016 {AAAI} Spring Symposia, Stanford University, Palo Alto, California,
USA, March 21-23, 2016},
publisher = {{AAAI} Press},
year = {2016},
url = {http://www.aaai.org/ocs/index.php/SSS/SSS16/paper/view/12704},
timestamp = {Wed, 14 Nov 2018 13:16:02 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/GerdzhevPMVF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/LiuLSNCP16,
author = {Chia{-}Wei Liu and
Ryan Lowe and
Iulian Serban and
Michael Noseworthy and
Laurent Charlin and
Joelle Pineau},
editor = {Jian Su and
Xavier Carreras and
Kevin Duh},
title = {How {NOT} To Evaluate Your Dialogue System: An Empirical Study of
Unsupervised Evaluation Metrics for Dialogue Response Generation},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4,
2016},
pages = {2122--2132},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/d16-1230},
doi = {10.18653/V1/D16-1230},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/LiuLSNCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/ZhouBP16,
author = {Chenghui Zhou and
Borja Balle and
Joelle Pineau},
editor = {Danica Kragic and
Antonio Bicchi and
Alessandro De Luca},
title = {Learning time series models for pedestrian motion prediction},
booktitle = {2016 {IEEE} International Conference on Robotics and Automation, {ICRA}
2016, Stockholm, Sweden, May 16-21, 2016},
pages = {3323--3330},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICRA.2016.7487506},
doi = {10.1109/ICRA.2016.7487506},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/ZhouBP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangP16,
author = {Boyu Wang and
Joelle Pineau},
editor = {Subbarao Kambhampati},
title = {Generalized Dictionary for Multitask Learning with Boosting},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {2097--2103},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/299},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WangP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/ThodoroffPL16,
author = {Pierre Thodoroff and
Joelle Pineau and
Andrew Lim},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Learning Robust Features using Deep Learning for Automatic Seizure
Detection},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {178--190},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Thodoroff16.html},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/ThodoroffPL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/LoweSNCP16,
author = {Ryan Lowe and
Iulian Vlad Serban and
Michael Noseworthy and
Laurent Charlin and
Joelle Pineau},
title = {On the Evaluation of Dialogue Systems with Next Utterance Classification},
booktitle = {Proceedings of the {SIGDIAL} 2016 Conference, The 17th Annual Meeting
of the Special Interest Group on Discourse and Dialogue, 13-15 September
2016, Los Angeles, CA, {USA}},
pages = {264--269},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/w16-3634},
doi = {10.18653/V1/W16-3634},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigdial/LoweSNCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuLSNCP16,
author = {Chia{-}Wei Liu and
Ryan Lowe and
Iulian Vlad Serban and
Michael Noseworthy and
Laurent Charlin and
Joelle Pineau},
title = {How {NOT} To Evaluate Your Dialogue System: An Empirical Study of
Unsupervised Evaluation Metrics for Dialogue Response Generation},
journal = {CoRR},
volume = {abs/1603.08023},
year = {2016},
url = {http://arxiv.org/abs/1603.08023},
eprinttype = {arXiv},
eprint = {1603.08023},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuLSNCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LoweSNCP16,
author = {Ryan Lowe and
Iulian Vlad Serban and
Michael Noseworthy and
Laurent Charlin and
Joelle Pineau},
title = {On the Evaluation of Dialogue Systems with Next Utterance Classification},
journal = {CoRR},
volume = {abs/1605.05414},
year = {2016},
url = {http://arxiv.org/abs/1605.05414},
eprinttype = {arXiv},
eprint = {1605.05414},
timestamp = {Thu, 13 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LoweSNCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SerbanSLCPCB16,
author = {Iulian Vlad Serban and
Alessandro Sordoni and
Ryan Lowe and
Laurent Charlin and
Joelle Pineau and
Aaron C. Courville and
Yoshua Bengio},
title = {A Hierarchical Latent Variable Encoder-Decoder Model for Generating
Dialogues},
journal = {CoRR},
volume = {abs/1605.06069},
year = {2016},
url = {http://arxiv.org/abs/1605.06069},
eprinttype = {arXiv},
eprint = {1605.06069},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SerbanSLCPCB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BahdanauBXGLPCB16,
author = {Dzmitry Bahdanau and
Philemon Brakel and
Kelvin Xu and
Anirudh Goyal and
Ryan Lowe and
Joelle Pineau and
Aaron C. Courville and
Yoshua Bengio},
title = {An Actor-Critic Algorithm for Sequence Prediction},
journal = {CoRR},
volume = {abs/1607.07086},
year = {2016},
url = {http://arxiv.org/abs/1607.07086},
eprinttype = {arXiv},
eprint = {1607.07086},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BahdanauBXGLPCB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ThodoroffPL16,
author = {Pierre Thodoroff and
Joelle Pineau and
Andrew Lim},
title = {Learning Robust Features using Deep Learning for Automatic Seizure
Detection},
journal = {CoRR},
volume = {abs/1608.00220},
year = {2016},
url = {http://arxiv.org/abs/1608.00220},
eprinttype = {arXiv},
eprint = {1608.00220},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ThodoroffPL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GhavamzadehMPT16,
author = {Mohammad Ghavamzadeh and
Shie Mannor and
Joelle Pineau and
Aviv Tamar},
title = {Bayesian Reinforcement Learning: {A} Survey},
journal = {CoRR},
volume = {abs/1609.04436},
year = {2016},
url = {http://arxiv.org/abs/1609.04436},
eprinttype = {arXiv},
eprint = {1609.04436},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GhavamzadehMPT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SerbanLCP16,
author = {Iulian Vlad Serban and
Ryan Lowe and
Laurent Charlin and
Joelle Pineau},
title = {Generative Deep Neural Networks for Dialogue: {A} Short Review},
journal = {CoRR},
volume = {abs/1611.06216},
year = {2016},
url = {http://arxiv.org/abs/1611.06216},
eprinttype = {arXiv},
eprint = {1611.06216},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SerbanLCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SerbanOPC16,
author = {Iulian Vlad Serban and
Alexander G. Ororbia II and
Joelle Pineau and
Aaron C. Courville},
title = {Multi-modal Variational Encoder-Decoders},
journal = {CoRR},
volume = {abs/1612.00377},
year = {2016},
url = {http://arxiv.org/abs/1612.00377},
eprinttype = {arXiv},
eprint = {1612.00377},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SerbanOPC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftml/GhavamzadehMPT15,
author = {Mohammad Ghavamzadeh and
Shie Mannor and
Joelle Pineau and
Aviv Tamar},
title = {Bayesian Reinforcement Learning: {A} Survey},
journal = {Found. Trends Mach. Learn.},
volume = {8},
number = {5-6},
pages = {359--483},
year = {2015},
url = {https://doi.org/10.1561/2200000049},
doi = {10.1561/2200000049},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ftml/GhavamzadehMPT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangP15,
author = {Boyu Wang and
Joelle Pineau},
editor = {Blai Bonet and
Sven Koenig},
title = {Online Boosting Algorithms for Anytime Transfer and Multitask Learning},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {3038--3044},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9607},
doi = {10.1609/AAAI.V29I1.9607},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MaP15,
author = {Hang Ma and
Joelle Pineau},
editor = {Blai Bonet and
Sven Koenig},
title = {Information Gathering and Reward Exploitation of Subgoals for POMDPs},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {3320--3326},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9659},
doi = {10.1609/AAAI.V29I1.9659},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MaP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/DurandP15,
author = {Audrey Durand and
Joelle Pineau},
title = {Adaptive Treatment Allocation Using Sub-Sampled Gaussian Processes},
booktitle = {2015 {AAAI} Fall Symposia, Arlington, Virginia, USA, November 12-14,
2015},
pages = {9--11},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS15/paper/view/11671},
timestamp = {Wed, 14 Nov 2018 16:20:12 +0100},
biburl = {https://dblp.org/rec/conf/aaaifs/DurandP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/SutcliffeTP15,
author = {Andrew Sutcliffe and
Neil A. Tenenholtz and
Joelle Pineau},
title = {Missteps in Robot Social Navigation},
booktitle = {2015 {AAAI} Fall Symposia, Arlington, Virginia, USA, November 12-14,
2015},
pages = {134--136},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS15/paper/view/11679},
timestamp = {Sun, 09 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaaifs/SutcliffeTP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/Pineau15,
author = {Joelle Pineau},
editor = {Ronen I. Brafman and
Carmel Domshlak and
Patrik Haslum and
Shlomo Zilberstein},
title = {Improving the Design and Discovery of Dynamic Treatment Strategies
Using Recent Results in Sequential Decision-Making},
booktitle = {Proceedings of the Twenty-Fifth International Conference on Automated
Planning and Scheduling, {ICAPS} 2015, Jerusalem, Israel, June 7-11,
2015},
pages = {373},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/ICAPS/ICAPS15/paper/view/10637},
timestamp = {Tue, 26 May 2015 21:03:02 +0200},
biburl = {https://dblp.org/rec/conf/aips/Pineau15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PineauB15,
author = {Joelle Pineau and
Pierre{-}Luc Bacon},
editor = {Ioannis Katakis and
Fran{\c{c}}ois Schnitzler and
Thomas Liebig and
Dimitrios Gunopulos and
Katharina Morik and
Gennady L. Andrienko and
Shie Mannor},
title = {Analyzing Open Data from the City of Montreal},
booktitle = {Proceedings of the 2nd International Workshop on Mining Urban Data
co-located with 32nd International Conference on Machine Learning
{(ICML} 2015), Lille, France, July 11th, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1392},
pages = {11--16},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1392/paper-02.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/icml/PineauB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/LeighPOZ15,
author = {Angus Leigh and
Joelle Pineau and
Nicolas A. Olmedo and
Hong Zhang},
title = {Person tracking and following with 2D laser scanners},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2015, Seattle, WA, USA, 26-30 May, 2015},
pages = {726--733},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICRA.2015.7139259},
doi = {10.1109/ICRA.2015.7139259},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icra/LeighPOZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BarretoBPP15,
author = {Andr{\'{e}} da Motta Salles Barreto and
Rafael L. Beirigo and
Joelle Pineau and
Doina Precup},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {An Expectation-Maximization Algorithm to Compute a Stochastic Factorization
From Data},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {3329--3336},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/469},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BarretoBPP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/YuenPA15,
author = {HiuKim Yuen and
Joelle Pineau and
Philippe S. Archambault},
title = {Automatically characterizing driving activities onboard smart wheelchairs
from accelerometer data},
booktitle = {2015 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2015, Hamburg, Germany, September 28 - October 2,
2015},
pages = {5011--5018},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IROS.2015.7354082},
doi = {10.1109/IROS.2015.7354082},
timestamp = {Fri, 26 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iros/YuenPA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/LowePSP15,
author = {Ryan Lowe and
Nissan Pow and
Iulian Serban and
Joelle Pineau},
title = {The Ubuntu Dialogue Corpus: {A} Large Dataset for Research in Unstructured
Multi-Turn Dialogue Systems},
booktitle = {Proceedings of the {SIGDIAL} 2015 Conference, The 16th Annual Meeting
of the Special Interest Group on Discourse and Dialogue, 2-4 September
2015, Prague, Czech Republic},
pages = {285--294},
publisher = {The Association for Computer Linguistics},
year = {2015},
url = {https://doi.org/10.18653/v1/w15-4640},
doi = {10.18653/V1/W15-4640},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigdial/LowePSP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LowePSP15,
author = {Ryan Lowe and
Nissan Pow and
Iulian Serban and
Joelle Pineau},
title = {The Ubuntu Dialogue Corpus: {A} Large Dataset for Research in Unstructured
Multi-Turn Dialogue Systems},
journal = {CoRR},
volume = {abs/1506.08909},
year = {2015},
url = {http://arxiv.org/abs/1506.08909},
eprinttype = {arXiv},
eprint = {1506.08909},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LowePSP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SerbanSBCP15,
author = {Iulian Vlad Serban and
Alessandro Sordoni and
Yoshua Bengio and
Aaron C. Courville and
Joelle Pineau},
title = {Hierarchical Neural Network Generative Models for Movie Dialogues},
journal = {CoRR},
volume = {abs/1507.04808},
year = {2015},
url = {http://arxiv.org/abs/1507.04808},
eprinttype = {arXiv},
eprint = {1507.04808},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SerbanSBCP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BengioBPP15,
author = {Emmanuel Bengio and
Pierre{-}Luc Bacon and
Joelle Pineau and
Doina Precup},
title = {Conditional Computation in Neural Networks for faster models},
journal = {CoRR},
volume = {abs/1511.06297},
year = {2015},
url = {http://arxiv.org/abs/1511.06297},
eprinttype = {arXiv},
eprint = {1511.06297},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/BengioBPP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SerbanLCP15,
author = {Iulian Vlad Serban and
Ryan Lowe and
Peter Henderson and
Laurent Charlin and
Joelle Pineau},
title = {A Survey of Available Corpora for Building Data-Driven Dialogue Systems},
journal = {CoRR},
volume = {abs/1512.05742},
year = {2015},
url = {http://arxiv.org/abs/1512.05742},
eprinttype = {arXiv},
eprint = {1512.05742},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SerbanLCP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/BarretoPP14,
author = {Andr{\'{e}} da Motta Salles Barreto and
Joelle Pineau and
Doina Precup},
title = {Policy Iteration Based on Stochastic Factorization},
journal = {J. Artif. Intell. Res.},
volume = {50},
pages = {763--803},
year = {2014},
url = {https://doi.org/10.1613/jair.4301},
doi = {10.1613/JAIR.4301},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/BarretoPP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HamiltonFP14,
author = {William L. Hamilton and
Mahdi Milani Fard and
Joelle Pineau},
title = {Efficient learning and planning with compressed predictive states},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {3395--3439},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2750354},
doi = {10.5555/2627435.2750354},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HamiltonFP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/SutcliffeGP14,
author = {Andrew Sutcliffe and
Daniel H. Grollman and
Joelle Pineau},
title = {Estimating People's Subjective Experiences of Robot Behavior},
booktitle = {2014 {AAAI} Fall Symposia, Arlington, Virginia, USA, November 13-15,
2014},
publisher = {{AAAI} Press},
year = {2014},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS14/paper/view/9148},
timestamp = {Wed, 14 Nov 2018 17:08:03 +0100},
biburl = {https://dblp.org/rec/conf/aaaifs/SutcliffeGP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalleHP14,
author = {Borja Balle and
William L. Hamilton and
Joelle Pineau},
title = {Methods of Moments for Learning Stochastic Languages: Unified Presentation
and Empirical Comparison},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1386--1394},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/balle14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalleHP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/AlsharifP13,
author = {Ouais Alsharif and
Joelle Pineau},
editor = {Yoshua Bengio and
Yann LeCun},
title = {End-to-End Text Recognition with Hybrid {HMM} Maxout Models},
booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014,
Banff, AB, Canada, April 14-16, 2014, Workshop Track Proceedings},
year = {2014},
url = {http://arxiv.org/abs/1310.1811},
timestamp = {Thu, 04 Apr 2019 13:20:06 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlsharifP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RossPPC14,
author = {St{\'{e}}phane Ross and
Joelle Pineau and
S{\'{e}}bastien Paquet and
Brahim Chaib{-}draa},
title = {Online Planning Algorithms for POMDPs},
journal = {CoRR},
volume = {abs/1401.3436},
year = {2014},
url = {http://arxiv.org/abs/1401.3436},
eprinttype = {arXiv},
eprint = {1401.3436},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RossPPC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FardP14,
author = {Mahdi Milani Fard and
Joelle Pineau},
title = {Non-Deterministic Policies in Markovian Decision Processes},
journal = {CoRR},
volume = {abs/1401.3871},
year = {2014},
url = {http://arxiv.org/abs/1401.3871},
eprinttype = {arXiv},
eprint = {1401.3871},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FardP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlsharifBP14,
author = {Ouais Alsharif and
Philip Bachman and
Joelle Pineau},
title = {Lifelong Learning of Discriminative Representations},
journal = {CoRR},
volume = {abs/1404.4108},
year = {2014},
url = {http://arxiv.org/abs/1404.4108},
eprinttype = {arXiv},
eprint = {1404.4108},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlsharifBP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BarretoPP14,
author = {Andr{\'{e}} da Motta Salles Barreto and
Doina Precup and
Joelle Pineau},
title = {Practical Kernel-Based Reinforcement Learning},
journal = {CoRR},
volume = {abs/1407.5358},
year = {2014},
url = {http://arxiv.org/abs/1407.5358},
eprinttype = {arXiv},
eprint = {1407.5358},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BarretoPP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/ShaniPK13,
author = {Guy Shani and
Joelle Pineau and
Robert Kaplow},
title = {A survey of point-based {POMDP} solvers},
journal = {Auton. Agents Multi Agent Syst.},
volume = {27},
number = {1},
pages = {1--51},
year = {2013},
url = {https://doi.org/10.1007/s10458-012-9200-2},
doi = {10.1007/S10458-012-9200-2},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aamas/ShaniPK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/FrankMPP13,
author = {Jordan Frank and
Shie Mannor and
Joelle Pineau and
Doina Precup},
title = {Time Series Analysis Using Geometric Template Matching},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {35},
number = {3},
pages = {740--754},
year = {2013},
url = {https://doi.org/10.1109/TPAMI.2012.121},
doi = {10.1109/TPAMI.2012.121},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/FrankMPP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/OngGP13,
author = {Sylvie C. W. Ong and
Yuri Grinberg and
Joelle Pineau},
editor = {Marie desJardins and
Michael L. Littman},
title = {Mixed Observability Predictive State Representations},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {746--752},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8680},
doi = {10.1609/AAAI.V27I1.8680},
timestamp = {Mon, 04 Sep 2023 15:56:33 +0200},
biburl = {https://dblp.org/rec/conf/aaai/OngGP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/Pineau13,
author = {Joelle Pineau},
title = {Designing Intelligent Wheelchairs: Reintegrating {AI}},
booktitle = {Designing Intelligent Robots: Reintegrating {AI} II, Papers from the
2013 {AAAI} Spring Symposium, Palo Alto, California, USA, March 25-27,
2013},
series = {{AAAI} Technical Report},
volume = {{SS-13-04}},
publisher = {{AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/SSS/SSS13/paper/view/5783},
timestamp = {Mon, 09 Sep 2013 15:13:13 +0200},
biburl = {https://dblp.org/rec/conf/aaaiss/Pineau13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HamiltonFP13,
author = {William L. Hamilton and
Mahdi Milani Fard and
Joelle Pineau},
title = {Modelling Sparse Dynamical Systems with Compressed Predictive State
Representations},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {178--186},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/hamilton13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/HamiltonFP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KimFPP13,
author = {Beomjoon Kim and
Amir{-}massoud Farahmand and
Joelle Pineau and
Doina Precup},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Learning from Limited Demonstrations},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {2859--2867},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/fd5c905bcd8c3348ad1b35d7231ee2b1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KimFPP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FardGFPP13,
author = {Mahdi Milani Fard and
Yuri Grinberg and
Amir{-}massoud Farahmand and
Joelle Pineau and
Doina Precup},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Bellman Error Based Feature Generation using Random Projections on
Sparse Spaces},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {3030--3038},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/86e8f7ab32cfd12577bc2619bc635690-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FardGFPP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rss/KimP13,
author = {Beomjoon Kim and
Joelle Pineau},
editor = {Paul Newman and
Dieter Fox and
David Hsu},
title = {Maximum Mean Discrepancy Imitation Learning},
booktitle = {Robotics: Science and Systems IX, Technische Universit{\"{a}}t
Berlin, Berlin, Germany, June 24 - June 28, 2013},
year = {2013},
url = {http://www.roboticsproceedings.org/rss09/p38.html},
doi = {10.15607/RSS.2013.IX.038},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/rss/KimP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangP13,
author = {Boyu Wang and
Joelle Pineau},
title = {Online Ensemble Learning for Imbalanced Data Streams},
journal = {CoRR},
volume = {abs/1310.8004},
year = {2013},
url = {http://arxiv.org/abs/1310.8004},
eprinttype = {arXiv},
eprint = {1310.8004},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/WangP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HamiltonFP13,
author = {William L. Hamilton and
Mahdi Milani Fard and
Joelle Pineau},
title = {Efficient Learning and Planning with Compressed Predictive States},
journal = {CoRR},
volume = {abs/1312.0286},
year = {2013},
url = {http://arxiv.org/abs/1312.0286},
eprinttype = {arXiv},
eprint = {1312.0286},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HamiltonFP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/Doshi-VelezPR12,
author = {Finale Doshi{-}Velez and
Joelle Pineau and
Nicholas Roy},
title = {Reinforcement learning with limited reinforcement: Using Bayes risk
for active learning in POMDPs},
journal = {Artif. Intell.},
volume = {187},
pages = {115--132},
year = {2012},
url = {https://doi.org/10.1016/j.artint.2012.04.006},
doi = {10.1016/J.ARTINT.2012.04.006},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/Doshi-VelezPR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/PngPC12,
author = {ShaoWei Png and
Joelle Pineau and
Brahim Chaib{-}draa},
title = {Building Adaptive Dialogue Systems Via Bayes-Adaptive POMDPs},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {6},
number = {8},
pages = {917--927},
year = {2012},
url = {https://doi.org/10.1109/JSTSP.2012.2229962},
doi = {10.1109/JSTSP.2012.2229962},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jstsp/PngPC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FardGPP12,
author = {Mahdi Milani Fard and
Yuri Grinberg and
Joelle Pineau and
Doina Precup},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Compressed Least-Squares Regression on Sparse Spaces},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {1054--1060},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8303},
doi = {10.1609/AAAI.V26I1.8303},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FardGPP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crv/TsangOP12,
author = {Emily Tsang and
Sylvie C. W. Ong and
Joelle Pineau},
title = {Design and Evaluation of a Flexible Interface for Spatial Navigation},
booktitle = {Ninth Conference on Computer and Robot Vision, {CRV} 2012, Toronto,
Ontario, Canada, May 28-30, 2012},
pages = {353--360},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CRV.2012.53},
doi = {10.1109/CRV.2012.53},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/crv/TsangOP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewrl/PaduraruPPC12,
author = {Cosmin Paduraru and
Doina Precup and
Joelle Pineau and
Gheorghe Comanici},
editor = {Marc Peter Deisenroth and
Csaba Szepesv{\'{a}}ri and
Jan Peters},
title = {An Empirical Analysis of Off-policy Learning in Discrete MDPs},
booktitle = {Proceedings of the Tenth European Workshop on Reinforcement Learning,
{EWRL} 2012, Edinburgh, Scotland, UK, June, 2012},
series = {{JMLR} Proceedings},
volume = {24},
pages = {89--102},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v24/paduraru12a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/ewrl/PaduraruPPC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BarretoPP12,
author = {Andr{\'{e}} da Motta Salles Barreto and
Doina Precup and
Joelle Pineau},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {On-line Reinforcement Learning Using Incremental Kernel-Based Stochastic
Factorization},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {1493--1501},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/1ecfb463472ec9115b10c292ef8bc986-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BarretoPP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3714,
author = {Kun Deng and
Joelle Pineau and
Susan A. Murphy},
title = {Active Learning for Developing Personalized Treatment},
journal = {CoRR},
volume = {abs/1202.3714},
year = {2012},
url = {http://arxiv.org/abs/1202.3714},
eprinttype = {arXiv},
eprint = {1202.3714},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-3717,
author = {Mahdi Milani Fard and
Joelle Pineau and
Csaba Szepesv{\'{a}}ri},
title = {PAC-Bayesian Policy Evaluation for Reinforcement Learning},
journal = {CoRR},
volume = {abs/1202.3717},
year = {2012},
url = {http://arxiv.org/abs/1202.3717},
eprinttype = {arXiv},
eprint = {1202.3717},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-3717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-3281,
author = {St{\'{e}}phane Ross and
Joelle Pineau},
title = {Model-Based Bayesian Reinforcement Learning in Large Structured Domains},
journal = {CoRR},
volume = {abs/1206.3281},
year = {2012},
url = {http://arxiv.org/abs/1206.3281},
eprinttype = {arXiv},
eprint = {1206.3281},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-3281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4676,
author = {John Langford and
Joelle Pineau},
title = {Proceedings of the 29th International Conference on Machine Learning
{(ICML-12)}},
journal = {CoRR},
volume = {abs/1207.4676},
year = {2012},
url = {http://arxiv.org/abs/1207.4676},
eprinttype = {arXiv},
eprint = {1207.4676},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-4676.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-5554,
author = {Mahdi Milani Fard and
Yuri Grinberg and
Amir Massoud Farahmand and
Joelle Pineau and
Doina Precup},
title = {Bellman Error Based Feature Generation using Random Projections on
Sparse Spaces},
journal = {CoRR},
volume = {abs/1207.5554},
year = {2012},
url = {http://arxiv.org/abs/1207.5554},
eprinttype = {arXiv},
eprint = {1207.5554},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-5554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-2495,
author = {Joelle Pineau and
Geoffrey J. Gordon and
Sebastian Thrun},
title = {Policy-contingent abstraction for robust robot control},
journal = {CoRR},
volume = {abs/1212.2495},
year = {2012},
url = {http://arxiv.org/abs/1212.2495},
eprinttype = {arXiv},
eprint = {1212.2495},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-2495.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/FardP11,
author = {Mahdi Milani Fard and
Joelle Pineau},
title = {Non-Deterministic Policies in Markovian Decision Processes},
journal = {J. Artif. Intell. Res.},
volume = {40},
pages = {1--24},
year = {2011},
url = {https://doi.org/10.1613/jair.3175},
doi = {10.1613/JAIR.3175},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/FardP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/RossPCK11,
author = {St{\'{e}}phane Ross and
Joelle Pineau and
Brahim Chaib{-}draa and
Pierre Kreitmann},
title = {A Bayesian Approach for Learning and Planning in Partially Observable
Markov Decision Processes},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {1729--1770},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021055},
doi = {10.5555/1953048.2021055},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/RossPCK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ShortreedLLSPM11,
author = {Susan M. Shortreed and
Eric B. Laber and
Daniel J. Lizotte and
T. Scott Stroup and
Joelle Pineau and
Susan A. Murphy},
title = {Informing sequential clinical decision-making through reinforcement
learning: an empirical study},
journal = {Mach. Learn.},
volume = {84},
number = {1-2},
pages = {109--136},
year = {2011},
url = {https://doi.org/10.1007/s10994-010-5229-0},
doi = {10.1007/S10994-010-5229-0},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ShortreedLLSPM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/VincentCP11,
author = {Robert D. Vincent and
Aaron C. Courville and
Joelle Pineau},
title = {A bistable computational model of recurring epileptiform activity
as observed in rodent slice preparations},
journal = {Neural Networks},
volume = {24},
number = {6},
pages = {526--537},
year = {2011},
url = {https://doi.org/10.1016/j.neunet.2011.03.003},
doi = {10.1016/J.NEUNET.2011.03.003},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/VincentCP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/SaulnierP11,
author = {Guillaume Saulnier and
Joelle Pineau},
title = {Automatic Seizure Detection in an In-Vivo Model of Epilepsy},
booktitle = {Computational Physiology, Papers from the 2011 {AAAI} Spring Symposium,
Technical Report SS-11-04, Stanford, California, USA, March 21-23,
2011},
publisher = {{AAAI}},
year = {2011},
url = {http://www.aaai.org/ocs/index.php/SSS/SSS11/paper/view/2468},
timestamp = {Mon, 13 Feb 2012 17:06:00 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/SaulnierP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adprl/DengPM11,
author = {Kun Deng and
Joelle Pineau and
Susan A. Murphy},
title = {Active learning for personalizing treatment},
booktitle = {2011 {IEEE} Symposium on Adaptive Dynamic Programming And Reinforcement
Learning, {ADPRL} 2011, Paris, France, April 12-14, 2011},
pages = {32--39},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ADPRL.2011.5967348},
doi = {10.1109/ADPRL.2011.5967348},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/adprl/DengPM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/MoghaddamPFARAP11,
author = {Athena K. Moghaddam and
Joelle Pineau and
Jordan Frank and
Philippe S. Archambault and
Fran{\c{c}}ois Routhier and
Therese Audet and
Jan Polgar and
Fran{\c{c}}ois Michaud and
Patrick Boissy},
title = {Mobility profile and wheelchair driving skills of powered wheelchair
users: Sensor-based event recognition using a support vector machine
classifier},
booktitle = {33rd Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2011, Boston, MA, USA, August
30 - Sept. 3, 2011},
pages = {7336--7339},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IEMBS.2011.6091711},
doi = {10.1109/IEMBS.2011.6091711},
timestamp = {Fri, 26 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/MoghaddamPFARAP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewrl/OngGP11,
author = {Sylvie C. W. Ong and
Yuri Grinberg and
Joelle Pineau},
editor = {Scott Sanner and
Marcus Hutter},
title = {Goal-Directed Online Learning of Predictive Models},
booktitle = {Recent Advances in Reinforcement Learning - 9th European Workshop,
{EWRL} 2011, Athens, Greece, September 9-11, 2011, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {7188},
pages = {18--29},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-29946-9\_6},
doi = {10.1007/978-3-642-29946-9\_6},
timestamp = {Tue, 14 May 2019 10:00:48 +0200},
biburl = {https://dblp.org/rec/conf/ewrl/OngGP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewrl/PaduraruPP11,
author = {Cosmin Paduraru and
Doina Precup and
Joelle Pineau},
editor = {Scott Sanner and
Marcus Hutter},
title = {A Framework for Computing Bounds for the Return of a Policy},
booktitle = {Recent Advances in Reinforcement Learning - 9th European Workshop,
{EWRL} 2011, Athens, Greece, September 9-11, 2011, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {7188},
pages = {201--212},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-29946-9\_21},
doi = {10.1007/978-3-642-29946-9\_21},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewrl/PaduraruPP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PngP11,
author = {ShaoWei Png and
Joelle Pineau},
title = {Bayesian reinforcement learning for POMDP-based dialogue systems},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {2156--2159},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5946754},
doi = {10.1109/ICASSP.2011.5946754},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/PngP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BarretoPP11,
author = {Andr{\'{e}} da Motta Salles Barreto and
Doina Precup and
Joelle Pineau},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Reinforcement Learning using Kernel-Based Stochastic Factorization},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {720--728},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/b534ba68236ba543ae44b22bd110a1d6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BarretoPP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tbillc/DinculescuHPPP11,
author = {Monica Dinculescu and
Christopher Hundt and
Prakash Panangaden and
Joelle Pineau and
Doina Precup},
editor = {Guram Bezhanishvili and
Sebastian L{\"{o}}bner and
Vincenzo Marra and
Frank Richter},
title = {The Duality of State and Observation in Probabilistic Transition Systems},
booktitle = {Logic, Language, and Computation - 9th International Tbilisi Symposium
on Logic, Language, and Computation, TbiLLC 2011, Kutaisi, Georgia,
September 26-30, 2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7758},
pages = {206--230},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-36976-6\_14},
doi = {10.1007/978-3-642-36976-6\_14},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/tbillc/DinculescuHPPP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DengPM11,
author = {Kun Deng and
Joelle Pineau and
Susan A. Murphy},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {Active Learning for Developing Personalized Treatment},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {161--168},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2196\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 11:09:03 +0100},
biburl = {https://dblp.org/rec/conf/uai/DengPM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/FardPS11,
author = {Mahdi Milani Fard and
Joelle Pineau and
Csaba Szepesv{\'{a}}ri},
editor = {F{\'{a}}bio Gagliardi Cozman and
Avi Pfeffer},
title = {PAC-Bayesian Policy Evaluation for Reinforcement Learning},
booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty
in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011},
pages = {195--202},
publisher = {{AUAI} Press},
year = {2011},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2218\&\#38;proceeding\_id=27},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/FardPS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-0027,
author = {Joelle Pineau and
Geoffrey J. Gordon and
Sebastian Thrun},
title = {Anytime Point-Based Approximations for Large POMDPs},
journal = {CoRR},
volume = {abs/1110.0027},
year = {2011},
url = {http://arxiv.org/abs/1110.0027},
eprinttype = {arXiv},
eprint = {1110.0027},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-0027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/BushP10,
author = {Keith Bush and
Joelle Pineau},
title = {Treating Epilepsy by Reinforcement Learning Via Manifold-Based Simulation},
booktitle = {Manifold Learning and Its Applications, Papers from the 2010 {AAAI}
Fall Symposium, Arlington, Virginia, USA, November 11-13, 2010},
series = {{AAAI} Technical Report},
volume = {{FS-10-06}},
publisher = {{AAAI}},
year = {2010},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS10/paper/view/2263},
timestamp = {Thu, 26 Sep 2013 15:55:57 +0200},
biburl = {https://dblp.org/rec/conf/aaaifs/BushP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WestPP10,
author = {Robert West and
Doina Precup and
Joelle Pineau},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {Automatically suggesting topics for augmenting text documents},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {929--938},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871556},
doi = {10.1145/1871437.1871556},
timestamp = {Wed, 03 Aug 2022 15:48:33 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WestPP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/KaplowAP10,
author = {Robert Kaplow and
Amin Atrash and
Joelle Pineau},
title = {Variable resolution decomposition for robotic navigation under a {POMDP}
framework},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2010, Anchorage, Alaska, USA, 3-7 May 2010},
pages = {369--376},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ROBOT.2010.5509188},
doi = {10.1109/ROBOT.2010.5509188},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/KaplowAP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/GuezP10,
author = {Arthur Guez and
Joelle Pineau},
title = {Multi-tasking {SLAM}},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2010, Anchorage, Alaska, USA, 3-7 May 2010},
pages = {377--384},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ROBOT.2010.5509969},
doi = {10.1109/ROBOT.2010.5509969},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/GuezP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FardP10,
author = {Mahdi Milani Fard and
Joelle Pineau},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {PAC-Bayesian Model Selection for Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1624--1632},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/66368270ffd51418ec58bd793f2d9b1b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FardP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/permis/Pineau0AVR10,
author = {Joelle Pineau and
Robert West and
Amin Atrash and
Julien Villemure and
Fran{\c{c}}ois Routhier},
editor = {Elena Messina and
Raj Madhavan},
title = {Towards a standardized test for intelligent wheelchairs},
booktitle = {Proceedings of the 10th Performance Metrics for Intelligent Systems
Workshop, PerMIS 2010, Baltimore, Maryland, USA, September 28-30,
2010},
pages = {169--174},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/2377576.2377607},
doi = {10.1145/2377576.2377607},
timestamp = {Wed, 04 Nov 2020 08:42:47 +0100},
biburl = {https://dblp.org/rec/conf/permis/Pineau0AVR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/BunescuCCCCDDDFGGGHJJKKKLLMMMMPPRRSSSATWSWZ09,
author = {Razvan C. Bunescu and
Vitor R. Carvalho and
Jan Chomicki and
Vincent Conitzer and
Michael T. Cox and
Virginia Dignum and
Zachary Dodds and
Mark Dredze and
David Furcy and
Evgeniy Gabrilovich and
Mehmet H. G{\"{o}}ker and
Hans W. Guesgen and
Haym Hirsh and
Dietmar Jannach and
Ulrich Junker and
Wolfgang Ketter and
Alfred Kobsa and
Sven Koenig and
Tessa A. Lau and
Lundy Lewis and
Eric T. Matson and
Ted Metzler and
Rada Mihalcea and
Bamshad Mobasher and
Joelle Pineau and
Pascal Poupart and
Anita Raja and
Wheeler Ruml and
Norman M. Sadeh and
Guy Shani and
Daniel G. Shapiro and
Sarabjot Singh Anand and
Matthew E. Taylor and
Kiri Wagstaff and
Trey Smith and
William E. Walsh and
Rong Zhou},
title = {{AAAI} 2008 Workshop Reports},
journal = {{AI} Mag.},
volume = {30},
number = {1},
pages = {108--118},
year = {2009},
url = {https://doi.org/10.1609/aimag.v30i1.2196},
doi = {10.1609/AIMAG.V30I1.2196},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/BunescuCCCCDDDFGGGHJJKKKLLMMMMPPRRSSSATWSWZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/PineauGVPA09,
author = {Joelle Pineau and
Arthur Guez and
Robert D. Vincent and
Gabriella Panuccio and
Massimo Avoli},
title = {Treating Epilepsy via Adaptive Neurostimulation: a Reinforcement Learning
Approach},
journal = {Int. J. Neural Syst.},
volume = {19},
number = {4},
pages = {227--240},
year = {2009},
url = {https://doi.org/10.1142/S0129065709001987},
doi = {10.1142/S0129065709001987},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijns/PineauGVPA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsr/AtrashKVWYP09,
author = {Amin Atrash and
Robert Kaplow and
Julien Villemure and
Robert West and
Hiba Yamani and
Joelle Pineau},
title = {Development and Validation of a Robust Speech Interface for Improved
Human-Robot Interaction},
journal = {Int. J. Soc. Robotics},
volume = {1},
number = {4},
pages = {345--356},
year = {2009},
url = {https://doi.org/10.1007/s12369-009-0032-4},
doi = {10.1007/S12369-009-0032-4},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsr/AtrashKVWYP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WestPP09,
author = {Robert West and
Doina Precup and
Joelle Pineau},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {Completing wikipedia's hyperlink structure through dimensionality
reduction},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {1097--1106},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646093},
doi = {10.1145/1645953.1646093},
timestamp = {Fri, 27 Aug 2021 11:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/WestPP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WestPP09,
author = {Robert West and
Joelle Pineau and
Doina Precup},
editor = {Craig Boutilier},
title = {Wikispeedia: An Online Game for Inferring Semantic Distances between
Concepts},
booktitle = {{IJCAI} 2009, Proceedings of the 21st International Joint Conference
on Artificial Intelligence, Pasadena, California, USA, July 11-17,
2009},
pages = {1598--1603},
year = {2009},
url = {http://ijcai.org/Proceedings/09/Papers/267.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:40 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WestPP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/AtrashP09,
author = {Amin Atrash and
Joelle Pineau},
editor = {Cristina Conati and
Mathias Bauer and
Nuria Oliver and
Daniel S. Weld},
title = {A bayesian reinforcement learning approach for customizing human-robot
interfaces},
booktitle = {Proceedings of the 14th International Conference on Intelligent User
Interfaces, {IUI} 2009, Sanibel Island, Florida, USA, February 8-11,
2009},
pages = {355--360},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1502650.1502700},
doi = {10.1145/1502650.1502700},
timestamp = {Tue, 06 Nov 2018 11:07:41 +0100},
biburl = {https://dblp.org/rec/conf/iui/AtrashP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BushP09,
author = {Keith Bush and
Joelle Pineau},
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Manifold Embeddings for Model-Based Reinforcement Learning under Partial
Observability},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
pages = {189--197},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009/hash/a2557a7b2e94197ff767970b67041697-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BushP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/RossPPC08,
author = {St{\'{e}}phane Ross and
Joelle Pineau and
S{\'{e}}bastien Paquet and
Brahim Chaib{-}draa},
title = {Online Planning Algorithms for POMDPs},
journal = {J. Artif. Intell. Res.},
volume = {32},
pages = {663--704},
year = {2008},
url = {https://doi.org/10.1613/jair.2567},
doi = {10.1613/JAIR.2567},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/RossPPC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FardPS08,
author = {Mahdi Milani Fard and
Joelle Pineau and
Peng Sun},
editor = {Dieter Fox and
Carla P. Gomes},
title = {A Variance Analysis for {POMDP} Policy Evaluation},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {1056--1061},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-167.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/FardPS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GuezVAP08,
author = {Arthur Guez and
Robert D. Vincent and
Massimo Avoli and
Joelle Pineau},
editor = {Dieter Fox and
Carla P. Gomes},
title = {Adaptive Treatment of Epilepsy via Batch-mode Reinforcement Learning},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {1671--1678},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/IAAI/2008/iaai08-008.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GuezVAP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DoshiPR08,
author = {Finale Doshi and
Joelle Pineau and
Nicholas Roy},
editor = {William W. Cohen and
Andrew McCallum and
Sam T. Roweis},
title = {Reinforcement learning with limited reinforcement: using Bayes risk
for active learning in POMDPs},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference
{(ICML} 2008), Helsinki, Finland, June 5-9, 2008},
series = {{ACM} International Conference Proceeding Series},
volume = {307},
pages = {256--263},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1390156.1390189},
doi = {10.1145/1390156.1390189},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/DoshiPR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/RossCP08,
author = {St{\'{e}}phane Ross and
Brahim Chaib{-}draa and
Joelle Pineau},
title = {Bayesian reinforcement learning in continuous POMDPs with application
to robot navigation},
booktitle = {2008 {IEEE} International Conference on Robotics and Automation, {ICRA}
2008, May 19-23, 2008, Pasadena, California, {USA}},
pages = {2845--2851},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ROBOT.2008.4543641},
doi = {10.1109/ROBOT.2008.4543641},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/RossCP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/DoshiPR08,
author = {Finale Doshi and
Joelle Pineau and
Nicholas Roy},
title = {Reinforcement Learning with Limited Reinforcement: Using Bayes Risk
for Active Learning in POMDPs},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
{ISAIM} 2008, Fort Lauderdale, Florida, USA, January 2-4, 2008},
year = {2008},
url = {http://isaim2008.unl.edu/PAPERS/TechnicalProgram/ISAIM2008\_0044\_849d5727b40e38c8777f196c57cb519e.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isaim/DoshiPR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/PineauRC08,
author = {Joelle Pineau and
St{\'{e}}phane Ross and
Brahim Chaib{-}draa},
title = {Bayes-Adaptive POMDPs: {A} New Perspective on the Explore-Exploit
Tradeoff in Partially Observable Domains},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
{ISAIM} 2008, Fort Lauderdale, Florida, USA, January 2-4, 2008},
year = {2008},
url = {http://isaim2008.unl.edu/PAPERS/SS3-ActiveLearning/jpineau-isaim08.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isaim/PineauRC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FardP08,
author = {Mahdi Milani Fard and
Joelle Pineau},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {MDPs with Non-Deterministic Policies},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {1065--1072},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/0c74b7f78409a4022a2c4c5a5ca3ee19-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/FardP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/RossP08,
author = {St{\'{e}}phane Ross and
Joelle Pineau},
editor = {David A. McAllester and
Petri Myllym{\"{a}}ki},
title = {Model-Based Bayesian Reinforcement Learning in Large Structured Domains},
booktitle = {{UAI} 2008, Proceedings of the 24th Conference in Uncertainty in Artificial
Intelligence, Helsinki, Finland, July 9-12, 2008},
pages = {476--483},
publisher = {{AUAI} Press},
year = {2008},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1967\&\#38;proceeding\_id=24},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/RossP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ria/JaulmesPP07,
author = {Robin Jaulmes and
Joelle Pineau and
Doina Precup},
title = {Apprentissage actif dans les processus d{\'{e}}cisionnels de
Markov partiellement observables L'algorithme {MEDUSA}},
journal = {Rev. d'Intelligence Artif.},
volume = {21},
number = {1},
pages = {9--34},
year = {2007},
url = {https://doi.org/10.3166/ria.21.9-33},
doi = {10.3166/RIA.21.9-33},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ria/JaulmesPP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/HundtPPP07,
author = {Christopher Hundt and
Prakash Panangaden and
Joelle Pineau and
Doina Precup},
editor = {Clayton T. Morrison and
Tim Oates},
title = {Representing Systems with Hidden State},
booktitle = {Computational Approaches to Representation Change during Learning
and Development, Papers from the 2007 {AAAI} Fall Symposium, Arlington,
Virginia, USA, November 9-11, 2007},
series = {{AAAI} Technical Report},
volume = {{FS-07-03}},
pages = {17--23},
publisher = {{AAAI} Press},
year = {2007},
url = {https://www.aaai.org/Library/Symposia/Fall/2007/fs07-03-003.php},
timestamp = {Sun, 16 Oct 2022 14:19:55 +0200},
biburl = {https://dblp.org/rec/conf/aaaifs/HundtPPP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/PineauA07,
author = {Joelle Pineau and
Amin Atrash},
title = {SmartWheeler: {A} Robotic Wheelchair Test-Bed for Investigating New
Models of Human-Robot Interaction},
booktitle = {Multidisciplinary Collaboration for Socially Assistive Robotics, Papers
from the 2007 {AAAI} Spring Symposium, Technical Report SS-07-07,
Stanford, California, USA, March 26-28, 2007},
pages = {59--64},
publisher = {{AAAI}},
year = {2007},
url = {http://www.aaai.org/Library/Symposia/Spring/2007/ss07-07-014.php},
timestamp = {Fri, 17 Feb 2012 14:15:32 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/PineauA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/VincentPGA07,
author = {Robert D. Vincent and
Joelle Pineau and
Philip de Guzman and
Massimo Avoli},
editor = {Ziad Kobti and
Dan Wu},
title = {Recurrent Boosting for Classification of Natural and Synthetic Time-Series
Data},
booktitle = {Advances in Artificial Intelligence, 20th Conference of the Canadian
Society for Computational Studies of Intelligence, Canadian {AI} 2007,
Montreal, Canada, May 28-30, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4509},
pages = {192--203},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72665-4\_17},
doi = {10.1007/978-3-540-72665-4\_17},
timestamp = {Thu, 28 Sep 2023 12:27:08 +0200},
biburl = {https://dblp.org/rec/conf/ai/VincentPGA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/JaulmesPP07,
author = {Robin Jaulmes and
Joelle Pineau and
Doina Precup},
title = {A formal framework for robot learning and control under model uncertainty},
booktitle = {2007 {IEEE} International Conference on Robotics and Automation, {ICRA}
2007, 10-14 April 2007, Roma, Italy},
pages = {2104--2110},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ROBOT.2007.363632},
doi = {10.1109/ROBOT.2007.363632},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/JaulmesPP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RossCP07,
author = {St{\'{e}}phane Ross and
Brahim Chaib{-}draa and
Joelle Pineau},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Bayes-Adaptive POMDPs},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1225--1232},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/3b3dbaf68507998acd6a5a5254ab2d76-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RossCP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RossPC07,
author = {St{\'{e}}phane Ross and
Joelle Pineau and
Brahim Chaib{-}draa},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Theoretical Analysis of Heuristic Search Methods for Online POMDPs},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {1233--1240},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/138bb0696595b338afbab333c555292a-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RossPC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/PineauGT06,
author = {Joelle Pineau and
Geoffrey J. Gordon and
Sebastian Thrun},
title = {Anytime Point-Based Approximations for Large POMDPs},
journal = {J. Artif. Intell. Res.},
volume = {27},
pages = {335--380},
year = {2006},
url = {https://doi.org/10.1613/jair.2078},
doi = {10.1613/JAIR.2078},
timestamp = {Mon, 21 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jair/PineauGT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/VlassisGP06,
author = {Nikos Vlassis and
Geoffrey J. Gordon and
Joelle Pineau},
title = {Planning under uncertainty in robotics},
journal = {Robotics Auton. Syst.},
volume = {54},
number = {11},
pages = {885--886},
year = {2006},
url = {https://doi.org/10.1016/j.robot.2006.06.001},
doi = {10.1016/J.ROBOT.2006.06.001},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ras/VlassisGP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/HundtPPP06,
author = {Christopher Hundt and
Prakash Panangaden and
Joelle Pineau and
Doina Precup},
title = {Representing Systems with Hidden State},
booktitle = {Proceedings, The Twenty-First National Conference on Artificial Intelligence
and the Eighteenth Innovative Applications of Artificial Intelligence
Conference, July 16-20, 2006, Boston, Massachusetts, {USA}},
pages = {368--374},
publisher = {{AAAI} Press},
year = {2006},
url = {http://www.aaai.org/Library/AAAI/2006/aaai06-059.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/HundtPPP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/BurfootPD06,
author = {Daniel Burfoot and
Joelle Pineau and
Gregory Dudek},
editor = {Derek Long and
Stephen F. Smith and
Daniel Borrajo and
Lee McCluskey},
title = {RRT-Plan: {A} Randomized Algorithm for {STRIPS} Planning},
booktitle = {Proceedings of the Sixteenth International Conference on Automated
Planning and Scheduling, {ICAPS} 2006, Cumbria, UK, June 6-10, 2006},
pages = {362--365},
publisher = {{AAAI}},
year = {2006},
url = {http://www.aaai.org/Library/ICAPS/2006/icaps06-041.php},
timestamp = {Fri, 05 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aips/BurfootPD06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/GavaldaKPP06,
author = {Ricard Gavald{\`{a}} and
Philipp W. Keller and
Joelle Pineau and
Doina Precup},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {PAC-Learning of Markov Models with Hidden State},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {150--161},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_18},
doi = {10.1007/11871842\_18},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/GavaldaKPP06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/JaulmesPP05,
author = {Robin Jaulmes and
Joelle Pineau and
Doina Precup},
editor = {Jo{\~{a}}o Gama and
Rui Camacho and
Pavel Brazdil and
Al{\'{\i}}pio Jorge and
Lu{\'{\i}}s Torgo},
title = {Active Learning in Partially Observable Markov Decision Processes},
booktitle = {Machine Learning: {ECML} 2005, 16th European Conference on Machine
Learning, Porto, Portugal, October 3-7, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3720},
pages = {601--608},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11564096\_59},
doi = {10.1007/11564096\_59},
timestamp = {Wed, 24 Mar 2021 17:12:00 +0100},
biburl = {https://dblp.org/rec/conf/ecml/JaulmesPP05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isrr/PineauG05,
author = {Joelle Pineau and
Geoffrey J. Gordon},
editor = {Sebastian Thrun and
Rodney A. Brooks and
Hugh F. Durrant{-}Whyte},
title = {{POMDP} Planning for Robust Robot Control},
booktitle = {Robotics Research: Results of the 12th International Symposium, {ISRR}
2005, October 12-15, 2005, San Francisco, CA, {USA}},
series = {Springer Tracts in Advanced Robotics},
volume = {28},
pages = {69--82},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/978-3-540-48113-3\_7},
doi = {10.1007/978-3-540-48113-3\_7},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isrr/PineauG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/PineauMPRT03,
author = {Joelle Pineau and
Michael Montemerlo and
Martha E. Pollack and
Nicholas Roy and
Sebastian Thrun},
title = {Towards robotic assistants in nursing homes: Challenges and results},
journal = {Robotics Auton. Syst.},
volume = {42},
number = {3-4},
pages = {271--281},
year = {2003},
url = {https://doi.org/10.1016/S0921-8890(02)00381-0},
doi = {10.1016/S0921-8890(02)00381-0},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ras/PineauMPRT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PineauGT03,
author = {Joelle Pineau and
Geoffrey J. Gordon and
Sebastian Thrun},
editor = {Georg Gottlob and
Toby Walsh},
title = {Point-based value iteration: An anytime algorithm for POMDPs},
booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference
on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003},
pages = {1025--1032},
publisher = {Morgan Kaufmann},
year = {2003},
url = {http://ijcai.org/Proceedings/03/Papers/147.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:41 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PineauGT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PineauGT03,
author = {Joelle Pineau and
Geoffrey J. Gordon and
Sebastian Thrun},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Applying Metric-Trees to Belief-Point POMDPs},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {759--766},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/6547884cea64550284728eb26b0947ef-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PineauGT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PineauGT03,
author = {Joelle Pineau and
Geoffrey J. Gordon and
Sebastian Thrun},
editor = {Christopher Meek and
Uffe Kj{\ae}rulff},
title = {Policy-contingent abstraction for robust robot control},
booktitle = {{UAI} '03, Proceedings of the 19th Conference in Uncertainty in Artificial
Intelligence, Acapulco, Mexico, August 7-10 2003},
pages = {477--484},
publisher = {Morgan Kaufmann},
year = {2003},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=964\&\#38;proceeding\_id=19},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/PineauGT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MontemerloPRTV02,
author = {Michael Montemerlo and
Joelle Pineau and
Nicholas Roy and
Sebastian Thrun and
Vandi Verma},
editor = {Rina Dechter and
Michael J. Kearns and
Richard S. Sutton},
title = {Experiences with a Mobile Robotic Guide for the Elderly},
booktitle = {Proceedings of the Eighteenth National Conference on Artificial Intelligence
and Fourteenth Conference on Innovative Applications of Artificial
Intelligence, July 28 - August 1, 2002, Edmonton, Alberta, Canada},
pages = {587--592},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2002},
url = {http://www.aaai.org/Library/AAAI/2002/aaai02-088.php},
timestamp = {Tue, 05 Sep 2023 09:10:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MontemerloPRTV02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/MatthewsEMPRRT02,
author = {Judith T. Matthews and
Sandra Engberg and
Michael Montemerlo and
Joelle Pineau and
Nicholas Roy and
Joan Rogers and
Sebastian Thrun},
title = {Robotic Assistance During Ambulation by Older Adults},
booktitle = {{AMIA} 2002, American Medical Informatics Association Annual Symposium,
San Antonio, TX, USA, November 9-13, 2002},
publisher = {{AMIA}},
year = {2002},
url = {https://knowledge.amia.org/amia-55142-a2002a-1.610020/t-002-1.611916/f-001-1.611917/a-333-1.612245/a-334-1.612242},
timestamp = {Wed, 17 Apr 2024 11:48:33 +0200},
biburl = {https://dblp.org/rec/conf/amia/MatthewsEMPRRT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/RoyPT00,
author = {Nicholas Roy and
Joelle Pineau and
Sebastian Thrun},
title = {Spoken Dialogue Management Using Probabilistic Reasoning},
booktitle = {38th Annual Meeting of the Association for Computational Linguistics,
Hong Kong, China, October 1-8, 2000},
pages = {93--100},
publisher = {{ACL}},
year = {2000},
url = {https://aclanthology.org/P00-1013/},
doi = {10.3115/1075218.1075231},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/RoyPT00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/GoddeauP00,
author = {David Goddeau and
Joelle Pineau},
title = {Fast reinforcement learning of dialog strategies},
booktitle = {{IEEE} International Conference on Acoustics, Speech, and Signal Processing.
{ICASSP} 2000, 5-9 June, 2000, Hilton Hotel and Convention Center,
Istanbul, Turkey},
pages = {1233--1236},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/ICASSP.2000.859189},
doi = {10.1109/ICASSP.2000.859189},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/GoddeauP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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