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ORCIDBibTeX records: Theophane Weber
@inproceedings{DBLP:conf/iclr/KeCWBGRWBMR23,
author = {Nan Rosemary Ke and
Silvia Chiappa and
Jane X. Wang and
J{\"{o}}rg Bornschein and
Anirudh Goyal and
M{\'{e}}lanie Rey and
Theophane Weber and
Matthew M. Botvinick and
Michael Curtis Mozer and
Danilo Jimenez Rezende},
title = {Learning to Induce Causal Structure},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=hp\_RwhKDJ5},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KeCWBGRWBMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MesnardCSTRWLGV23,
author = {Thomas Mesnard and
Wenqi Chen and
Alaa Saade and
Yunhao Tang and
Mark Rowland and
Theophane Weber and
Clare Lyle and
Audrunas Gruslys and
Michal Valko and
Will Dabney and
Georg Ostrovski and
Eric Moulines and
R{\'{e}}mi Munos},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Quantile Credit Assignment},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {24517--24531},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/mesnard23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/MesnardCSTRWLGV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WalkerVLDAWH23,
author = {Jacob C. Walker and
Eszter V{\'{e}}rtes and
Yazhe Li and
Gabriel Dulac{-}Arnold and
Ankesh Anand and
Theophane Weber and
Jessica B. Hamrick},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Investigating the Role of Model-Based Learning in Exploration and
Transfer},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {35368--35383},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/walker23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WalkerVLDAWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-05747,
author = {Pol Moreno and
Adam R. Kosiorek and
Heiko Strathmann and
Daniel Zoran and
Ros{\'{a}}lia G. Schneider and
Bj{\"{o}}rn Winckler and
Larisa Markeeva and
Th{\'{e}}ophane Weber and
Danilo J. Rezende},
title = {Laser: Latent Set Representations for 3D Generative Modeling},
journal = {CoRR},
volume = {abs/2301.05747},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.05747},
doi = {10.48550/ARXIV.2301.05747},
eprinttype = {arXiv},
eprint = {2301.05747},
timestamp = {Thu, 19 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-05747.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04009,
author = {Jacob C. Walker and
Eszter V{\'{e}}rtes and
Yazhe Li and
Gabriel Dulac{-}Arnold and
Ankesh Anand and
Th{\'{e}}ophane Weber and
Jessica B. Hamrick},
title = {Investigating the role of model-based learning in exploration and
transfer},
journal = {CoRR},
volume = {abs/2302.04009},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04009},
doi = {10.48550/ARXIV.2302.04009},
eprinttype = {arXiv},
eprint = {2302.04009},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-04798,
author = {Andreea Deac and
Th{\'{e}}ophane Weber and
George Papamakarios},
title = {Equivariant MuZero},
journal = {CoRR},
volume = {abs/2302.04798},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.04798},
doi = {10.48550/ARXIV.2302.04798},
eprinttype = {arXiv},
eprint = {2302.04798},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-04798.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-05823,
author = {Nan Rosemary Ke and
Sara{-}Jane Dunn and
J{\"{o}}rg Bornschein and
Silvia Chiappa and
M{\'{e}}lanie Rey and
Jean{-}Baptiste Lespiau and
Albin Cassirer and
Jane X. Wang and
Theophane Weber and
David G. T. Barrett and
Matthew M. Botvinick and
Anirudh Goyal and
Michael Mozer and
Danilo J. Rezende},
title = {DiscoGen: Learning to Discover Gene Regulatory Networks},
journal = {CoRR},
volume = {abs/2304.05823},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.05823},
doi = {10.48550/ARXIV.2304.05823},
eprinttype = {arXiv},
eprint = {2304.05823},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-05823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AnandWLVSOWH22,
author = {Ankesh Anand and
Jacob C. Walker and
Yazhe Li and
Eszter V{\'{e}}rtes and
Julian Schrittwieser and
Sherjil Ozair and
Theophane Weber and
Jessica B. Hamrick},
title = {Procedural generalization by planning with self-supervised world models},
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=FmBegXJToY},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AnandWLVSOWH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GoyalFBWKBGMHKV22,
author = {Anirudh Goyal and
Abram L. Friesen and
Andrea Banino and
Theophane Weber and
Nan Rosemary Ke and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Arthur Guez and
Mehdi Mirza and
Peter C. Humphreys and
Ksenia Konyushkova and
Michal Valko and
Simon Osindero and
Timothy P. Lillicrap and
Nicolas Heess and
Charles Blundell},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Retrieval-Augmented Reinforcement Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {7740--7765},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/goyal22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/GoyalFBWKBGMHKV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HumphreysGTSWL22,
author = {Peter C. Humphreys and
Arthur Guez and
Olivier Tieleman and
Laurent Sifre and
Theophane Weber and
Timothy P. Lillicrap},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Large-Scale Retrieval for Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7eca17ef54789b0663cab421f2e9dbf5-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HumphreysGTSWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08417,
author = {Anirudh Goyal and
Abram L. Friesen and
Andrea Banino and
Theophane Weber and
Nan Rosemary Ke and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Arthur Guez and
Mehdi Mirza and
Ksenia Konyushkova and
Michal Valko and
Simon Osindero and
Timothy P. Lillicrap and
Nicolas Heess and
Charles Blundell},
title = {Retrieval-Augmented Reinforcement Learning},
journal = {CoRR},
volume = {abs/2202.08417},
year = {2022},
url = {https://arxiv.org/abs/2202.08417},
eprinttype = {arXiv},
eprint = {2202.08417},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08417.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-04875,
author = {Nan Rosemary Ke and
Silvia Chiappa and
Jane Wang and
J{\"{o}}rg Bornschein and
Theophane Weber and
Anirudh Goyal and
Matthew M. Botvinick and
Michael Mozer and
Danilo Jimenez Rezende},
title = {Learning to Induce Causal Structure},
journal = {CoRR},
volume = {abs/2204.04875},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.04875},
doi = {10.48550/ARXIV.2204.04875},
eprinttype = {arXiv},
eprint = {2204.04875},
timestamp = {Mon, 11 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-04875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05314,
author = {Peter C. Humphreys and
Arthur Guez and
Olivier Tieleman and
Laurent Sifre and
Th{\'{e}}ophane Weber and
Timothy P. Lillicrap},
title = {Large-Scale Retrieval for Reinforcement Learning},
journal = {CoRR},
volume = {abs/2206.05314},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05314},
doi = {10.48550/ARXIV.2206.05314},
eprinttype = {arXiv},
eprint = {2206.05314},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HamrickFBGVWABV21,
author = {Jessica B. Hamrick and
Abram L. Friesen and
Feryal M. P. Behbahani and
Arthur Guez and
Fabio Viola and
Sims Witherspoon and
Thomas Anthony and
Lars Holger Buesing and
Petar Velickovic and
Theophane Weber},
title = {On the role of planning in model-based deep 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=IrM64DGB21},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/HamrickFBGVWABV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HesselDVGSSWSH21,
author = {Matteo Hessel and
Ivo Danihelka and
Fabio Viola and
Arthur Guez and
Simon Schmitt and
Laurent Sifre and
Theophane Weber and
David Silver and
Hado van Hasselt},
editor = {Marina Meila and
Tong Zhang},
title = {Muesli: Combining Improvements in Policy Optimization},
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 = {4214--4226},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/hessel21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/HesselDVGSSWSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MesnardWVTSHDSH21,
author = {Thomas Mesnard and
Theophane Weber and
Fabio Viola and
Shantanu Thakoor and
Alaa Saade and
Anna Harutyunyan and
Will Dabney and
Thomas S. Stepleton and
Nicolas Heess and
Arthur Guez and
Eric Moulines and
Marcus Hutter and
Lars Buesing and
R{\'{e}}mi Munos},
editor = {Marina Meila and
Tong Zhang},
title = {Counterfactual Credit Assignment in Model-Free Reinforcement Learning},
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 = {7654--7664},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/mesnard21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MesnardWVTSHDSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-02274,
author = {Pol Moreno and
Edward Hughes and
Kevin R. McKee and
Bernardo {\'{A}}vila Pires and
Th{\'{e}}ophane Weber},
title = {Neural Recursive Belief States in Multi-Agent Reinforcement Learning},
journal = {CoRR},
volume = {abs/2102.02274},
year = {2021},
url = {https://arxiv.org/abs/2102.02274},
eprinttype = {arXiv},
eprint = {2102.02274},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-02274.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-12425,
author = {David Raposo and
Samuel Ritter and
Adam Santoro and
Greg Wayne and
Theophane Weber and
Matt M. Botvinick and
Hado van Hasselt and
H. Francis Song},
title = {Synthetic Returns for Long-Term Credit Assignment},
journal = {CoRR},
volume = {abs/2102.12425},
year = {2021},
url = {https://arxiv.org/abs/2102.12425},
eprinttype = {arXiv},
eprint = {2102.12425},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-12425.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06159,
author = {Matteo Hessel and
Ivo Danihelka and
Fabio Viola and
Arthur Guez and
Simon Schmitt and
Laurent Sifre and
Theophane Weber and
David Silver and
Hado van Hasselt},
title = {Muesli: Combining Improvements in Policy Optimization},
journal = {CoRR},
volume = {abs/2104.06159},
year = {2021},
url = {https://arxiv.org/abs/2104.06159},
eprinttype = {arXiv},
eprint = {2104.06159},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-06159.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01587,
author = {Ankesh Anand and
Jacob C. Walker and
Yazhe Li and
Eszter V{\'{e}}rtes and
Julian Schrittwieser and
Sherjil Ozair and
Th{\'{e}}ophane Weber and
Jessica B. Hamrick},
title = {Procedural Generalization by Planning with Self-Supervised World Models},
journal = {CoRR},
volume = {abs/2111.01587},
year = {2021},
url = {https://arxiv.org/abs/2111.01587},
eprinttype = {arXiv},
eprint = {2111.01587},
timestamp = {Thu, 18 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-01587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BuesingHW20,
author = {Lars Buesing and
Nicolas Heess and
Theophane Weber},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Approximate Inference in Discrete Distributions with Monte Carlo Tree
Search and Value Functions},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {624--634},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/buesing20a.html},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BuesingHW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/RoscaWGM20,
author = {Mihaela Rosca and
Theophane Weber and
Arthur Gretton and
Shakir Mohamed},
editor = {Jessica Zosa Forde and
Francisco J. R. Ruiz and
Melanie F. Pradier and
Aaron Schein},
title = {A case for new neural network smoothness constraints},
booktitle = {"I Can't Believe It's Not Better!" at NeurIPS Workshops, Virtual,
December 12, 2020},
series = {Proceedings of Machine Learning Research},
volume = {137},
pages = {21--32},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v137/rosca20a.html},
timestamp = {Thu, 14 Jul 2022 17:31:05 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/RoscaWGM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HamrickBSPWBB20,
author = {Jessica B. Hamrick and
Victor Bapst and
Alvaro Sanchez{-}Gonzalez and
Tobias Pfaff and
Theophane Weber and
Lars Buesing and
Peter W. Battaglia},
title = {Combining Q-Learning and Search with Amortized Value Estimates},
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=SkeAaJrKDS},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/HamrickBSPWBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GuezVWBKPSH20,
author = {Arthur Guez and
Fabio Viola and
Theophane Weber and
Lars Buesing and
Steven Kapturowski and
Doina Precup and
David Silver and
Nicolas Heess},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Value-driven Hindsight Modelling},
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/9381fc93ad66f9ec4b2eef71147a6665-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/GuezVWBKPSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02836,
author = {Danilo J. Rezende and
Ivo Danihelka and
George Papamakarios and
Nan Rosemary Ke and
Ray Jiang and
Theophane Weber and
Karol Gregor and
Hamza Merzic and
Fabio Viola and
Jane Wang and
Jovana Mitrovic and
Frederic Besse and
Ioannis Antonoglou and
Lars Buesing},
title = {Causally Correct Partial Models for Reinforcement Learning},
journal = {CoRR},
volume = {abs/2002.02836},
year = {2020},
url = {https://arxiv.org/abs/2002.02836},
eprinttype = {arXiv},
eprint = {2002.02836},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-02836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08329,
author = {Arthur Guez and
Fabio Viola and
Th{\'{e}}ophane Weber and
Lars Buesing and
Steven Kapturowski and
Doina Precup and
David Silver and
Nicolas Heess},
title = {Value-driven Hindsight Modelling},
journal = {CoRR},
volume = {abs/2002.08329},
year = {2020},
url = {https://arxiv.org/abs/2002.08329},
eprinttype = {arXiv},
eprint = {2002.08329},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-11410,
author = {Giambattista Parascandolo and
Lars Buesing and
Josh Merel and
Leonard Hasenclever and
John Aslanides and
Jessica B. Hamrick and
Nicolas Heess and
Alexander Neitz and
Theophane Weber},
title = {Divide-and-Conquer Monte Carlo Tree Search For Goal-Directed Planning},
journal = {CoRR},
volume = {abs/2004.11410},
year = {2020},
url = {https://arxiv.org/abs/2004.11410},
eprinttype = {arXiv},
eprint = {2004.11410},
timestamp = {Tue, 28 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-11410.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-05524,
author = {Mehdi Mirza and
Andrew Jaegle and
Jonathan J. Hunt and
Arthur Guez and
Saran Tunyasuvunakool and
Alistair Muldal and
Th{\'{e}}ophane Weber and
P{\'{e}}ter Karkus and
S{\'{e}}bastien Racani{\`{e}}re and
Lars Buesing and
Timothy P. Lillicrap and
Nicolas Heess},
title = {Physically Embedded Planning Problems: New Challenges for Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2009.05524},
year = {2020},
url = {https://arxiv.org/abs/2009.05524},
eprinttype = {arXiv},
eprint = {2009.05524},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-05524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01298,
author = {P{\'{e}}ter Karkus and
Mehdi Mirza and
Arthur Guez and
Andrew Jaegle and
Timothy P. Lillicrap and
Lars Buesing and
Nicolas Heess and
Theophane Weber},
title = {Beyond Tabula-Rasa: a Modular Reinforcement Learning Approach for
Physically Embedded 3D Sokoban},
journal = {CoRR},
volume = {abs/2010.01298},
year = {2020},
url = {https://arxiv.org/abs/2010.01298},
eprinttype = {arXiv},
eprint = {2010.01298},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-04021,
author = {Jessica B. Hamrick and
Abram L. Friesen and
Feryal M. P. Behbahani and
Arthur Guez and
Fabio Viola and
Sims Witherspoon and
Thomas Anthony and
Lars Buesing and
Petar Velickovic and
Th{\'{e}}ophane Weber},
title = {On the role of planning in model-based deep reinforcement learning},
journal = {CoRR},
volume = {abs/2011.04021},
year = {2020},
url = {https://arxiv.org/abs/2011.04021},
eprinttype = {arXiv},
eprint = {2011.04021},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-04021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09464,
author = {Thomas Mesnard and
Th{\'{e}}ophane Weber and
Fabio Viola and
Shantanu Thakoor and
Alaa Saade and
Anna Harutyunyan and
Will Dabney and
Tom Stepleton and
Nicolas Heess and
Arthur Guez and
Marcus Hutter and
Lars Buesing and
R{\'{e}}mi Munos},
title = {Counterfactual Credit Assignment in Model-Free Reinforcement Learning},
journal = {CoRR},
volume = {abs/2011.09464},
year = {2020},
url = {https://arxiv.org/abs/2011.09464},
eprinttype = {arXiv},
eprint = {2011.09464},
timestamp = {Wed, 25 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09464.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07969,
author = {Mihaela Rosca and
Theophane Weber and
Arthur Gretton and
Shakir Mohamed},
title = {A case for new neural network smoothness constraints},
journal = {CoRR},
volume = {abs/2012.07969},
year = {2020},
url = {https://arxiv.org/abs/2012.07969},
eprinttype = {arXiv},
eprint = {2012.07969},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07969.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WeberHBS19,
author = {Th{\'{e}}ophane Weber and
Nicolas Heess and
Lars Buesing and
David Silver},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Credit Assignment Techniques in Stochastic Computation Graphs},
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 = {2650--2660},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/weber19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WeberHBS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/BuesingWZHRGL19,
author = {Lars Buesing and
Theophane Weber and
Yori Zwols and
Nicolas Heess and
S{\'{e}}bastien Racani{\`{e}}re and
Arthur Guez and
Jean{-}Baptiste Lespiau},
title = {Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=BJG0voC9YQ},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/BuesingWZHRGL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GregorPBBW19,
author = {Karol Gregor and
George Papamakarios and
Frederic Besse and
Lars Buesing and
Theophane Weber},
title = {Temporal Difference Variational Auto-Encoder},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=S1x4ghC9tQ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/GregorPBBW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuezMGKRWRSOEWS19,
author = {Arthur Guez and
Mehdi Mirza and
Karol Gregor and
Rishabh Kabra and
S{\'{e}}bastien Racani{\`{e}}re and
Theophane Weber and
David Raposo and
Adam Santoro and
Laurent Orseau and
Tom Eccles and
Greg Wayne and
David Silver and
Timothy P. Lillicrap},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {An Investigation of Model-Free Planning},
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 = {2464--2473},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/guez19a.html},
timestamp = {Tue, 11 Jun 2019 15:37:38 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuezMGKRWRSOEWS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-01761,
author = {Th{\'{e}}ophane Weber and
Nicolas Heess and
Lars Buesing and
David Silver},
title = {Credit Assignment Techniques in Stochastic Computation Graphs},
journal = {CoRR},
volume = {abs/1901.01761},
year = {2019},
url = {http://arxiv.org/abs/1901.01761},
eprinttype = {arXiv},
eprint = {1901.01761},
timestamp = {Thu, 31 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-01761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-03559,
author = {Arthur Guez and
Mehdi Mirza and
Karol Gregor and
Rishabh Kabra and
S{\'{e}}bastien Racani{\`{e}}re and
Th{\'{e}}ophane Weber and
David Raposo and
Adam Santoro and
Laurent Orseau and
Tom Eccles and
Greg Wayne and
David Silver and
Timothy P. Lillicrap},
title = {An investigation of model-free planning},
journal = {CoRR},
volume = {abs/1901.03559},
year = {2019},
url = {http://arxiv.org/abs/1901.03559},
eprinttype = {arXiv},
eprint = {1901.03559},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-03559.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01007,
author = {John F. J. Mellor and
Eunbyung Park and
Yaroslav Ganin and
Igor Babuschkin and
Tejas Kulkarni and
Dan Rosenbaum and
Andy Ballard and
Theophane Weber and
Oriol Vinyals and
S. M. Ali Eslami},
title = {Unsupervised Doodling and Painting with Improved {SPIRAL}},
journal = {CoRR},
volume = {abs/1910.01007},
year = {2019},
url = {http://arxiv.org/abs/1910.01007},
eprinttype = {arXiv},
eprint = {1910.01007},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-06862,
author = {Lars Buesing and
Nicolas Heess and
Theophane Weber},
title = {Approximate Inference in Discrete Distributions with Monte Carlo Tree
Search and Value Functions},
journal = {CoRR},
volume = {abs/1910.06862},
year = {2019},
url = {http://arxiv.org/abs/1910.06862},
eprinttype = {arXiv},
eprint = {1910.06862},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-06862.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02807,
author = {Jessica B. Hamrick and
Victor Bapst and
Alvaro Sanchez{-}Gonzalez and
Tobias Pfaff and
Theophane Weber and
Lars Buesing and
Peter W. Battaglia},
title = {Combining Q-Learning and Search with Amortized Value Estimates},
journal = {CoRR},
volume = {abs/1912.02807},
year = {2019},
url = {http://arxiv.org/abs/1912.02807},
eprinttype = {arXiv},
eprint = {1912.02807},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuezWASVWMS18,
author = {Arthur Guez and
Theophane Weber and
Ioannis Antonoglou and
Karen Simonyan and
Oriol Vinyals and
Daan Wierstra and
R{\'{e}}mi Munos and
David Silver},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Learning to Search with MCTSnets},
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 = {1817--1826},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/guez18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuezWASVWMS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OrseauLLW18,
author = {Laurent Orseau and
Levi Lelis and
Tor Lattimore and
Theophane Weber},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Single-Agent Policy Tree Search With Guarantees},
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 = {3205--3215},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/52c5189391854c93e8a0e1326e56c14f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/OrseauLLW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SantoroFRRCWWVP18,
author = {Adam Santoro and
Ryan Faulkner and
David Raposo and
Jack W. Rae and
Mike Chrzanowski and
Theophane Weber and
Daan Wierstra and
Oriol Vinyals and
Razvan Pascanu and
Timothy P. Lillicrap},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Relational recurrent neural networks},
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 = {7310--7321},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/e2eabaf96372e20a9e3d4b5f83723a61-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SantoroFRRCWWVP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-03006,
author = {Lars Buesing and
Theophane Weber and
S{\'{e}}bastien Racani{\`{e}}re and
S. M. Ali Eslami and
Danilo Jimenez Rezende and
David P. Reichert and
Fabio Viola and
Frederic Besse and
Karol Gregor and
Demis Hassabis and
Daan Wierstra},
title = {Learning and Querying Fast Generative Models for Reinforcement Learning},
journal = {CoRR},
volume = {abs/1802.03006},
year = {2018},
url = {http://arxiv.org/abs/1802.03006},
eprinttype = {arXiv},
eprint = {1802.03006},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-03006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-04697,
author = {Arthur Guez and
Th{\'{e}}ophane Weber and
Ioannis Antonoglou and
Karen Simonyan and
Oriol Vinyals and
Daan Wierstra and
R{\'{e}}mi Munos and
David Silver},
title = {Learning to Search with MCTSnets},
journal = {CoRR},
volume = {abs/1802.04697},
year = {2018},
url = {http://arxiv.org/abs/1802.04697},
eprinttype = {arXiv},
eprint = {1802.04697},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-04697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01822,
author = {Adam Santoro and
Ryan Faulkner and
David Raposo and
Jack W. Rae and
Mike Chrzanowski and
Theophane Weber and
Daan Wierstra and
Oriol Vinyals and
Razvan Pascanu and
Timothy P. Lillicrap},
title = {Relational recurrent neural networks},
journal = {CoRR},
volume = {abs/1806.01822},
year = {2018},
url = {http://arxiv.org/abs/1806.01822},
eprinttype = {arXiv},
eprint = {1806.01822},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-06272,
author = {Lars Buesing and
Theophane Weber and
Yori Zwols and
S{\'{e}}bastien Racani{\`{e}}re and
Arthur Guez and
Jean{-}Baptiste Lespiau and
Nicolas Heess},
title = {Woulda, Coulda, Shoulda: Counterfactually-Guided Policy Search},
journal = {CoRR},
volume = {abs/1811.06272},
year = {2018},
url = {http://arxiv.org/abs/1811.06272},
eprinttype = {arXiv},
eprint = {1811.06272},
timestamp = {Sun, 25 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-06272.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10928,
author = {Laurent Orseau and
Levi H. S. Lelis and
Tor Lattimore and
Th{\'{e}}ophane Weber},
title = {Single-Agent Policy Tree Search With Guarantees},
journal = {CoRR},
volume = {abs/1811.10928},
year = {2018},
url = {http://arxiv.org/abs/1811.10928},
eprinttype = {arXiv},
eprint = {1811.10928},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-10928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WattersZWBPT17,
author = {Nicholas Watters and
Daniel Zoran and
Theophane Weber and
Peter W. Battaglia and
Razvan Pascanu and
Andrea Tacchetti},
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 = {Visual Interaction Networks: Learning a Physics Simulator from Video},
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 = {4539--4547},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/8cbd005a556ccd4211ce43f309bc0eac-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/WattersZWBPT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RacaniereWRBGRB17,
author = {S{\'{e}}bastien Racani{\`{e}}re and
Theophane Weber and
David P. Reichert and
Lars Buesing and
Arthur Guez and
Danilo Jimenez Rezende and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Oriol Vinyals and
Nicolas Heess and
Yujia Li and
Razvan Pascanu and
Peter W. Battaglia and
Demis Hassabis and
David Silver and
Daan Wierstra},
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 = {Imagination-Augmented Agents for Deep Reinforcement Learning},
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 = {5690--5701},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/9e82757e9a1c12cb710ad680db11f6f1-Abstract.html},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RacaniereWRBGRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WattersTWPBZ17,
author = {Nicholas Watters and
Andrea Tacchetti and
Theophane Weber and
Razvan Pascanu and
Peter W. Battaglia and
Daniel Zoran},
title = {Visual Interaction Networks},
journal = {CoRR},
volume = {abs/1706.01433},
year = {2017},
url = {http://arxiv.org/abs/1706.01433},
eprinttype = {arXiv},
eprint = {1706.01433},
timestamp = {Wed, 24 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WattersTWPBZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PascanuLVHBRRWW17,
author = {Razvan Pascanu and
Yujia Li and
Oriol Vinyals and
Nicolas Heess and
Lars Buesing and
S{\'{e}}bastien Racani{\`{e}}re and
David P. Reichert and
Theophane Weber and
Daan Wierstra and
Peter W. Battaglia},
title = {Learning model-based planning from scratch},
journal = {CoRR},
volume = {abs/1707.06170},
year = {2017},
url = {http://arxiv.org/abs/1707.06170},
eprinttype = {arXiv},
eprint = {1707.06170},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/PascanuLVHBRRWW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeberRRBGRBVHLP17,
author = {Theophane Weber and
S{\'{e}}bastien Racani{\`{e}}re and
David P. Reichert and
Lars Buesing and
Arthur Guez and
Danilo Jimenez Rezende and
Adri{\`{a}} Puigdom{\`{e}}nech Badia and
Oriol Vinyals and
Nicolas Heess and
Yujia Li and
Razvan Pascanu and
Peter W. Battaglia and
David Silver and
Daan Wierstra},
title = {Imagination-Augmented Agents for Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1707.06203},
year = {2017},
url = {http://arxiv.org/abs/1707.06203},
eprinttype = {arXiv},
eprint = {1707.06203},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/WeberRRBGRBVHLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-08378,
author = {Matthew M. Botvinick and
David G. T. Barrett and
Peter W. Battaglia and
Nando de Freitas and
Dharshan Kumaran and
Joel Z. Leibo and
Tim Lillicrap and
Joseph Modayil and
S. Mohamed and
Neil C. Rabinowitz and
Danilo Jimenez Rezende and
Adam Santoro and
Tom Schaul and
Christopher Summerfield and
Greg Wayne and
Theophane Weber and
Daan Wierstra and
Shane Legg and
Demis Hassabis},
title = {Building Machines that Learn and Think for Themselves: Commentary
on Lake et al., Behavioral and Brain Sciences, 2017},
journal = {CoRR},
volume = {abs/1711.08378},
year = {2017},
url = {http://arxiv.org/abs/1711.08378},
eprinttype = {arXiv},
eprint = {1711.08378},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-08378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dt/ChauhanOKCW16,
author = {Hari Chauhan and
Marvin Onabajo and
Vladimir Kvartenko and
Robin Coxe and
Theophane Weber},
title = {An Optimization Platform for Digital Predistortion of Power Amplifiers},
journal = {{IEEE} Des. Test},
volume = {33},
number = {2},
pages = {49--58},
year = {2016},
url = {https://doi.org/10.1109/MDAT.2015.2480702},
doi = {10.1109/MDAT.2015.2480702},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dt/ChauhanOKCW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/EslamiHWTSKH16,
author = {S. M. Ali Eslami and
Nicolas Heess and
Theophane Weber and
Yuval Tassa and
David Szepesvari and
Koray Kavukcuoglu and
Geoffrey E. Hinton},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Attend, Infer, Repeat: Fast Scene Understanding with Generative Models},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {3225--3233},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/52947e0ade57a09e4a1386d08f17b656-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/EslamiHWTSKH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/EslamiHWTKH16,
author = {S. M. Ali Eslami and
Nicolas Heess and
Theophane Weber and
Yuval Tassa and
Koray Kavukcuoglu and
Geoffrey E. Hinton},
title = {Attend, Infer, Repeat: Fast Scene Understanding with Generative Models},
journal = {CoRR},
volume = {abs/1603.08575},
year = {2016},
url = {http://arxiv.org/abs/1603.08575},
eprinttype = {arXiv},
eprint = {1603.08575},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/EslamiHWTKH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SchulmanHWA15,
author = {John Schulman and
Nicolas Heess and
Theophane Weber and
Pieter Abbeel},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Gradient Estimation Using Stochastic Computation Graphs},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {3528--3536},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/de03beffeed9da5f3639a621bcab5dd4-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/SchulmanHWA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SchulmanHWA15,
author = {John Schulman and
Nicolas Heess and
Theophane Weber and
Pieter Abbeel},
title = {Gradient Estimation Using Stochastic Computation Graphs},
journal = {CoRR},
volume = {abs/1506.05254},
year = {2015},
url = {http://arxiv.org/abs/1506.05254},
eprinttype = {arXiv},
eprint = {1506.05254},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SchulmanHWA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mor/GamarnikGW14,
author = {David Gamarnik and
David A. Goldberg and
Theophane Weber},
title = {Correlation Decay in Random Decision Networks},
journal = {Math. Oper. Res.},
volume = {39},
number = {2},
pages = {229--261},
year = {2014},
url = {https://doi.org/10.1287/moor.2013.0609},
doi = {10.1287/MOOR.2013.0609},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mor/GamarnikGW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-1299,
author = {David Wingate and
Theophane Weber},
title = {Automated Variational Inference in Probabilistic Programming},
journal = {CoRR},
volume = {abs/1301.1299},
year = {2013},
url = {http://arxiv.org/abs/1301.1299},
eprinttype = {arXiv},
eprint = {1301.1299},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-1299.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/DauwelsWVMC12,
author = {Justin Dauwels and
Theophane Weber and
Fran{\c{c}}ois B. Vialatte and
Toshimitsu Musha and
Andrzej Cichocki},
title = {Quantifying Statistical Interdependence, Part {III:} \emph{N} {\textgreater}
2 Point Processes},
journal = {Neural Comput.},
volume = {24},
number = {2},
pages = {408--454},
year = {2012},
url = {https://doi.org/10.1162/NECO\_a\_00235},
doi = {10.1162/NECO\_A\_00235},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/DauwelsWVMC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-2991,
author = {Shawn Hershey and
Jeffrey Bernstein and
Bill Bradley and
Andrew Schweitzer and
Noah Stein and
Theophane Weber and
Benjamin Vigoda},
title = {Accelerating Inference: towards a full Language, Compiler and Hardware
stack},
journal = {CoRR},
volume = {abs/1212.2991},
year = {2012},
url = {http://arxiv.org/abs/1212.2991},
eprinttype = {arXiv},
eprint = {1212.2991},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-2991.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/msom/GallienW10,
author = {J{\'{e}}r{\'{e}}mie Gallien and
Th{\'{e}}ophane Weber},
title = {To Wave or Not to Wave? Order Release Policies for Warehouses with
an Automated Sorter},
journal = {Manuf. Serv. Oper. Manag.},
volume = {12},
number = {4},
pages = {642--662},
year = {2010},
url = {https://doi.org/10.1287/msom.1100.0291},
doi = {10.1287/MSOM.1100.0291},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/msom/GallienW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/islped/VigodaRBWB10,
author = {Benjamin Vigoda and
David Reynolds and
Jeffrey Bernstein and
Theophane Weber and
Bill Bradley},
editor = {Vojin G. Oklobdzija and
Barry Pangle and
Naehyuck Chang and
Naresh R. Shanbhag and
Chris H. Kim},
title = {Low power logic for statistical inference},
booktitle = {Proceedings of the 2010 International Symposium on Low Power Electronics
and Design, 2010, Austin, Texas, USA, August 18-20, 2010},
pages = {349--354},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1840845.1840918},
doi = {10.1145/1840845.1840918},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/islped/VigodaRBWB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soda/GamarnikGW10,
author = {David Gamarnik and
David A. Goldberg and
Theophane Weber},
editor = {Moses Charikar},
title = {{PTAS} for Maximum Weight Independent Set Problem with Random Weights
in Bounded Degree Graphs},
booktitle = {Proceedings of the Twenty-First Annual {ACM-SIAM} Symposium on Discrete
Algorithms, {SODA} 2010, Austin, Texas, USA, January 17-19, 2010},
pages = {268--278},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611973075.23},
doi = {10.1137/1.9781611973075.23},
timestamp = {Tue, 02 Feb 2021 17:07:39 +0100},
biburl = {https://dblp.org/rec/conf/soda/GamarnikGW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/DauwelsVWC09,
author = {Justin Dauwels and
Fran{\c{c}}ois B. Vialatte and
Theophane Weber and
Andrzej Cichocki},
title = {Quantifying Statistical Interdependence by Message Passing on Graphs
- Part {I:} One-Dimensional Point Processes},
journal = {Neural Comput.},
volume = {21},
number = {8},
pages = {2152--2202},
year = {2009},
url = {https://doi.org/10.1162/neco.2009.04-08-746},
doi = {10.1162/NECO.2009.04-08-746},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/DauwelsVWC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/DauwelsVWMC09,
author = {Justin Dauwels and
Fran{\c{c}}ois B. Vialatte and
Theophane Weber and
Toshimitsu Musha and
Andrzej Cichocki},
title = {Quantifying Statistical Interdependence by Message Passing on Graphs
- Part {II:} Multidimensional Point Processes},
journal = {Neural Comput.},
volume = {21},
number = {8},
pages = {2203--2268},
year = {2009},
url = {https://doi.org/10.1162/neco.2009.11-08-899},
doi = {10.1162/NECO.2009.11-08-899},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/DauwelsVWMC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0912-0338,
author = {David Gamarnik and
David A. Goldberg and
Theophane Weber},
title = {Correlation Decay in Random Decision Networks},
journal = {CoRR},
volume = {abs/0912.0338},
year = {2009},
url = {http://arxiv.org/abs/0912.0338},
eprinttype = {arXiv},
eprint = {0912.0338},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0912-0338.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/allerton/DauwelsVWC08,
author = {Justin Dauwels and
Fran{\c{c}}ois B. Vialatte and
Theophane Weber and
Andrzej Cichocki},
title = {Analyzing brain signals by combinatorial optimization},
booktitle = {46th Annual Allerton Conference on Communication, Control, and Computing,
Allerton 2008, Monticello, IL, USA, September 24-26, 2008},
pages = {1381--1388},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ALLERTON.2008.4797722},
doi = {10.1109/ALLERTON.2008.4797722},
timestamp = {Sun, 17 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/allerton/DauwelsVWC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/FariasW08,
author = {Daniela Pucci de Farias and
Th{\'{e}}ophane Weber},
title = {Choosing the cost vector of the linear programming approach to approximate
dynamic programming},
booktitle = {Proceedings of the 47th {IEEE} Conference on Decision and Control,
{CDC} 2008, December 9-11, 2008, Canc{\'{u}}n, Mexico},
pages = {67--72},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/CDC.2008.4739452},
doi = {10.1109/CDC.2008.4739452},
timestamp = {Fri, 04 Mar 2022 13:27:23 +0100},
biburl = {https://dblp.org/rec/conf/cdc/FariasW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/DauwelsVWC09,
author = {Justin Dauwels and
Fran{\c{c}}ois B. Vialatte and
Theophane Weber and
Andrzej Cichocki},
editor = {Mario K{\"{o}}ppen and
Nikola K. Kasabov and
George G. Coghill},
title = {On Similarity Measures for Spike Trains},
booktitle = {Advances in Neuro-Information Processing, 15th International Conference,
{ICONIP} 2008, Auckland, New Zealand, November 25-28, 2008, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5506},
pages = {177--185},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-02490-0\_22},
doi = {10.1007/978-3-642-02490-0\_22},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/DauwelsVWC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/DauwelsVWC09a,
author = {Justin Dauwels and
Fran{\c{c}}ois B. Vialatte and
Theophane Weber and
Andrzej Cichocki},
editor = {Mario K{\"{o}}ppen and
Nikola K. Kasabov and
George G. Coghill},
title = {An Exemplar-Based Statistical Model for the Dynamics of Neural Synchrony},
booktitle = {Advances in Neuro-Information Processing, 15th International Conference,
{ICONIP} 2008, Auckland, New Zealand, November 25-28, 2008, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5506},
pages = {318--326},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-642-02490-0\_39},
doi = {10.1007/978-3-642-02490-0\_39},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/DauwelsVWC09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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