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ORCIDBibTeX records: Georgios Theocharous
@inproceedings{DBLP:conf/aaai/ChaudhariATV24,
author = {Shreyas Chaudhari and
David Arbour and
Georgios Theocharous and
Nikos Vlassis},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Distributional Off-Policy Evaluation for Slate Recommendations},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {8265--8273},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i8.28667},
doi = {10.1609/AAAI.V38I8.28667},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChaudhariATV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Wang0TM23,
author = {Kai Wang and
Zhao Song and
Georgios Theocharous and
Sridhar Mahadevan},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Smoothed Online Combinatorial Optimization Using Imperfect Predictions},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {12130--12137},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i10.26430},
doi = {10.1609/AAAI.V37I10.26430},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Wang0TM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/DeshmukhDKJATS23,
author = {Shripad Vilasrao Deshmukh and
Arpan Dasgupta and
Balaji Krishnamurthy and
Nan Jiang and
Chirag Agarwal and
Georgios Theocharous and
Jayakumar Subramanian},
title = {Explaining {RL} Decisions with Trajectories},
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=5Egggz1q575},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/DeshmukhDKJATS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-04073,
author = {Shripad Vilasrao Deshmukh and
Arpan Dasgupta and
Balaji Krishnamurthy and
Nan Jiang and
Chirag Agarwal and
Georgios Theocharous and
Jayakumar Subramanian},
title = {Explaining {RL} Decisions with Trajectories},
journal = {CoRR},
volume = {abs/2305.04073},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.04073},
doi = {10.48550/ARXIV.2305.04073},
eprinttype = {arXiv},
eprint = {2305.04073},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-04073.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09838,
author = {James E. Kostas and
Scott M. Jordan and
Yash Chandak and
Georgios Theocharous and
Dhawal Gupta and
Martha White and
Bruno Castro da Silva and
Philip S. Thomas},
title = {Coagent Networks: Generalized and Scaled},
journal = {CoRR},
volume = {abs/2305.09838},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09838},
doi = {10.48550/ARXIV.2305.09838},
eprinttype = {arXiv},
eprint = {2305.09838},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-14165,
author = {Shreyas Chaudhari and
David Arbour and
Georgios Theocharous and
Nikos Vlassis},
title = {Distributional Off-Policy Evaluation for Slate Recommendations},
journal = {CoRR},
volume = {abs/2308.14165},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.14165},
doi = {10.48550/ARXIV.2308.14165},
eprinttype = {arXiv},
eprint = {2308.14165},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-14165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MuTAB22,
author = {Tong Mu and
Georgios Theocharous and
David Arbour and
Emma Brunskill},
title = {Constraint Sampling Reinforcement Learning: Incorporating Expertise
for Faster Learning},
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 = {7841--7849},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i7.20753},
doi = {10.1609/AAAI.V36I7.20753},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MuTAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-02807,
author = {Jaron J. R. Lee and
David Arbour and
Georgios Theocharous},
title = {Off-Policy Evaluation in Embedded Spaces},
journal = {CoRR},
volume = {abs/2203.02807},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.02807},
doi = {10.48550/ARXIV.2203.02807},
eprinttype = {arXiv},
eprint = {2203.02807},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-02807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-10979,
author = {Kai Wang and
Zhao Song and
Georgios Theocharous and
Sridhar Mahadevan},
title = {Smoothed Online Combinatorial Optimization Using Imperfect Predictions},
journal = {CoRR},
volume = {abs/2204.10979},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.10979},
doi = {10.48550/ARXIV.2204.10979},
eprinttype = {arXiv},
eprint = {2204.10979},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-10979.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-15129,
author = {Atanu R. Sinha and
Navita Goyal and
Sunny Dhamnani and
Tanay Asija and
Raja K. Dubey and
M. V. Kaarthik Raja and
Georgios Theocharous},
title = {Personalized Detection of Cognitive Biases in Actions of Users from
Their Logs: Anchoring and Recency Biases},
journal = {CoRR},
volume = {abs/2206.15129},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.15129},
doi = {10.48550/ARXIV.2206.15129},
eprinttype = {arXiv},
eprint = {2206.15129},
timestamp = {Mon, 04 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-15129.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KostasCJTT21,
author = {James E. Kostas and
Yash Chandak and
Scott M. Jordan and
Georgios Theocharous and
Philip S. Thomas},
editor = {Marina Meila and
Tong Zhang},
title = {High Confidence Generalization for 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 = {5764--5773},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/kostas21a.html},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/KostasCJTT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-09222,
author = {Sridhar Mahadevan and
Anup Rao and
Georgios Theocharous and
Jennifer Healey},
title = {Multiscale Manifold Warping},
journal = {CoRR},
volume = {abs/2109.09222},
year = {2021},
url = {https://arxiv.org/abs/2109.09222},
eprinttype = {arXiv},
eprint = {2109.09222},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-09222.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-05812,
author = {James E. Kostas and
Philip S. Thomas and
Georgios Theocharous},
title = {Edge-Compatible Reinforcement Learning for Recommendations},
journal = {CoRR},
volume = {abs/2112.05812},
year = {2021},
url = {https://arxiv.org/abs/2112.05812},
eprinttype = {arXiv},
eprint = {2112.05812},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-05812.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-15221,
author = {Tong Mu and
Georgios Theocharous and
David Arbour and
Emma Brunskill},
title = {Constraint Sampling Reinforcement Learning: Incorporating Expertise
For Faster Learning},
journal = {CoRR},
volume = {abs/2112.15221},
year = {2021},
url = {https://arxiv.org/abs/2112.15221},
eprinttype = {arXiv},
eprint = {2112.15221},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-15221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChandakTNT20,
author = {Yash Chandak and
Georgios Theocharous and
Chris Nota and
Philip S. Thomas},
title = {Lifelong Learning with a Changing Action Set},
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 = {3373--3380},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5739},
doi = {10.1609/AAAI.V34I04.5739},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChandakTNT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChandakTMT20,
author = {Yash Chandak and
Georgios Theocharous and
Blossom Metevier and
Philip S. Thomas},
title = {Reinforcement Learning When All Actions Are Not Always Available},
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 = {3381--3388},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i04.5740},
doi = {10.1609/AAAI.V34I04.5740},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChandakTMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/GujralTP20,
author = {Ekta Gujral and
Georgios Theocharous and
Evangelos E. Papalexakis},
editor = {Michael B. Matthews},
title = {C\({}^{\mbox{3}}\) {APTION:} Constraint Coupled {CP} And {PARAFAC2}
Tensor Decompostion},
booktitle = {54th Asilomar Conference on Signals, Systems, and Computers, {ACSCC}
2020, Pacific Grove, CA, USA, November 1-4, 2020},
pages = {187--190},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IEEECONF51394.2020.9443291},
doi = {10.1109/IEEECONF51394.2020.9443291},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acssc/GujralTP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/GujralTP20,
author = {Ekta Gujral and
Georgios Theocharous and
Evangelos E. Papalexakis},
editor = {Martin Atzm{\"{u}}ller and
Michele Coscia and
Rokia Missaoui},
title = {C\({}^{\mbox{3}}\) {APTION:} Constrainted Coupled {CP} and {PARAFAC2}
Tensor Decomposition},
booktitle = {{IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2020, The Hague, Netherlands, December
7-10, 2020},
pages = {401--408},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ASONAM49781.2020.9381475},
doi = {10.1109/ASONAM49781.2020.9381475},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/GujralTP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChandakTSWMT20,
author = {Yash Chandak and
Georgios Theocharous and
Shiv Shankar and
Martha White and
Sridhar Mahadevan and
Philip S. Thomas},
title = {Optimizing for the Future in Non-Stationary 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 = {1414--1425},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/chandak20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ChandakTSWMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeesam/GujralTP20,
author = {Ekta Gujral and
Georgios Theocharous and
Evangelos E. Papalexakis},
title = {{POPLAR:} Parafac2 decOmPosition using auxiLiAry infoRmation},
booktitle = {11th {IEEE} Sensor Array and Multichannel Signal Processing Workshop,
{SAM} 2020, Hangzhou, China, June 8-11, 2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/SAM48682.2020.9104275},
doi = {10.1109/SAM48682.2020.9104275},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieeesam/GujralTP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChandakJTWT20,
author = {Yash Chandak and
Scott M. Jordan and
Georgios Theocharous and
Martha White and
Philip S. Thomas},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Towards Safe Policy Improvement for Non-Stationary MDPs},
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/680390c55bbd9ce416d1d69a9ab4760d-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChandakJTWT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GujralTP20,
author = {Ekta Gujral and
Georgios Theocharous and
Evangelos E. Papalexakis},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {{SPADE:} Streaming {PARAFAC2} DEcomposition for Large Datasets},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {577--585},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.65},
doi = {10.1137/1.9781611976236.65},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GujralTP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/AggarwalTR20,
author = {Karan Aggarwal and
Georgios Theocharous and
Anup B. Rao},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Dynamic Clustering with Discrete Time Event Prediction},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {1501--1504},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401182},
doi = {10.1145/3397271.3401182},
timestamp = {Sun, 02 Oct 2022 16:15:14 +0200},
biburl = {https://dblp.org/rec/conf/sigir/AggarwalTR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-08158,
author = {Yash Chandak and
Georgios Theocharous and
Shiv Shankar and
Martha White and
Sridhar Mahadevan and
Philip S. Thomas},
title = {Optimizing for the Future in Non-Stationary MDPs},
journal = {CoRR},
volume = {abs/2005.08158},
year = {2020},
url = {https://arxiv.org/abs/2005.08158},
eprinttype = {arXiv},
eprint = {2005.08158},
timestamp = {Wed, 03 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-08158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-07346,
author = {Georgios Theocharous and
Yash Chandak and
Philip S. Thomas and
Frits de Nijs},
title = {Reinforcement Learning for Strategic Recommendations},
journal = {CoRR},
volume = {abs/2009.07346},
year = {2020},
url = {https://arxiv.org/abs/2009.07346},
eprinttype = {arXiv},
eprint = {2009.07346},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-07346.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12645,
author = {Yash Chandak and
Scott M. Jordan and
Georgios Theocharous and
Martha White and
Philip S. Thomas},
title = {Towards Safe Policy Improvement for Non-Stationary MDPs},
journal = {CoRR},
volume = {abs/2010.12645},
year = {2020},
url = {https://arxiv.org/abs/2010.12645},
eprinttype = {arXiv},
eprint = {2010.12645},
timestamp = {Mon, 02 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12645.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChandakTKJT19,
author = {Yash Chandak and
Georgios Theocharous and
James E. Kostas and
Scott M. Jordan and
Philip S. Thomas},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Learning Action Representations for Reinforcement Learning},
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 = {941--950},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/chandak19a.html},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChandakTKJT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mhci/GuptaHT19,
author = {Ishan Gupta and
Jennifer Healey and
Georgios Theocharous},
title = {Sense-able Lunch Recommendations},
booktitle = {Proceedings of the 21st International Conference on Human-Computer
Interaction with Mobile Devices and Services, MobileHCI 2019, Taipei,
Taiwan, October 1-4, 2019},
pages = {53:1--53:6},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3338286.3344400},
doi = {10.1145/3338286.3344400},
timestamp = {Wed, 02 Oct 2019 13:55:06 +0200},
biburl = {https://dblp.org/rec/conf/mhci/GuptaHT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/GujralPTR19,
author = {Ekta Gujral and
Evangelos E. Papalexakis and
Georgios Theocharous and
Anup B. Rao},
title = {Hacd: Hierarchical Agglomerative Community Detection In Social Networks},
booktitle = {29th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2019, Pittsburgh, PA, USA, October 13-16, 2019},
pages = {1--6},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/MLSP.2019.8918734},
doi = {10.1109/MLSP.2019.8918734},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/GujralPTR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/um/TheocharousHMS19,
author = {Georgios Theocharous and
Jennifer Healey and
Sridhar Mahadevan and
Michele A. Saad},
editor = {George Angelos Papadopoulos and
George Samaras and
Stephan Weibelzahl and
Dietmar Jannach and
Olga C. Santos},
title = {Personalizing with Human Cognitive Biases},
booktitle = {Adjunct Publication of the 27th Conference on User Modeling, Adaptation
and Personalization, {UMAP} 2019, Larnaca, Cyprus, June 09-12, 2019},
pages = {13--17},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3314183.3323453},
doi = {10.1145/3314183.3323453},
timestamp = {Tue, 18 Jun 2019 10:47:36 +0200},
biburl = {https://dblp.org/rec/conf/um/TheocharousHMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00183,
author = {Yash Chandak and
Georgios Theocharous and
James E. Kostas and
Scott M. Jordan and
Philip S. Thomas},
title = {Learning Action Representations for Reinforcement Learning},
journal = {CoRR},
volume = {abs/1902.00183},
year = {2019},
url = {http://arxiv.org/abs/1902.00183},
eprinttype = {arXiv},
eprint = {1902.00183},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-00183.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01770,
author = {Yash Chandak and
Georgios Theocharous and
Chris Nota and
Philip S. Thomas},
title = {Lifelong Learning with a Changing Action Set},
journal = {CoRR},
volume = {abs/1906.01770},
year = {2019},
url = {http://arxiv.org/abs/1906.01770},
eprinttype = {arXiv},
eprint = {1906.01770},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01772,
author = {Yash Chandak and
Georgios Theocharous and
Blossom Metevier and
Philip S. Thomas},
title = {Reinforcement Learning When All Actions are Not Always Available},
journal = {CoRR},
volume = {abs/1906.01772},
year = {2019},
url = {http://arxiv.org/abs/1906.01772},
eprinttype = {arXiv},
eprint = {1906.01772},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/0001BBCFGGGJKKK18,
author = {Bruno Bouchard and
Kevin Bouchard and
Noam Brown and
Niyati Chhaya and
Eitan Farchi and
S{\'{e}}bastien Gaboury and
Christopher W. Geib and
Amelie Gyrard and
Kokil Jaidka and
Sarah Keren and
Roni Khardon and
Parisa Kordjamshidi and
David R. Martinez and
Nicholas Mattei and
Martin Michalowski and
Reuth Mirsky and
Joseph C. Osborn and
Cem Sahin and
Onn Shehory and
Arash Shaban{-}Nejad and
Amit P. Sheth and
Ilan Shimshoni and
Howard E. Shrobe and
Arunesh Sinha and
Atanu R. Sinha and
Biplav Srivastava and
William W. Streilein and
Georgios Theocharous and
Kristen Brent Venable and
Neal Wagner and
Anna Zamansky},
title = {Reports of the Workshops of the 32nd {AAAI} Conference on Artificial
Intelligence},
journal = {{AI} Mag.},
volume = {39},
number = {4},
pages = {45--56},
year = {2018},
url = {https://doi.org/10.1609/aimag.v39i4.2823},
doi = {10.1609/AIMAG.V39I4.2823},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/0001BBCFGGGJKKK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/NijsTVWS18,
author = {Frits de Nijs and
Georgios Theocharous and
Nikos Vlassis and
Mathijs Michiel de Weerdt and
Matthijs T. J. Spaan},
editor = {Elisabeth Andr{\'{e}} and
Sven Koenig and
Mehdi Dastani and
Gita Sukthankar},
title = {Capacity-aware Sequential Recommendations},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
2018},
pages = {416--424},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
Richland, SC, {USA} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3237448},
timestamp = {Sat, 30 Sep 2023 09:34:53 +0200},
biburl = {https://dblp.org/rec/conf/atal/NijsTVWS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/DuMKT18,
author = {Fan Du and
Sana Malik and
Eunyee Koh and
Georgios Theocharous},
editor = {Regan L. Mandryk and
Mark Hancock and
Mark Perry and
Anna L. Cox},
title = {Interactive Campaign Planning for Marketing Analysts},
booktitle = {Extended Abstracts of the 2018 {CHI} Conference on Human Factors in
Computing Systems, {CHI} 2018, Montreal, QC, Canada, April 21-26,
2018},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3170427.3188531},
doi = {10.1145/3170427.3188531},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/chi/DuMKT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/DuMTK18,
author = {Fan Du and
Sana Malik and
Georgios Theocharous and
Eunyee Koh},
editor = {Regan L. Mandryk and
Mark Hancock and
Mark Perry and
Anna L. Cox},
title = {Personalizable and Interactive Sequence Recommender System},
booktitle = {Extended Abstracts of the 2018 {CHI} Conference on Human Factors in
Computing Systems, {CHI} 2018, Montreal, QC, Canada, April 21-26,
2018},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3170427.3188506},
doi = {10.1145/3170427.3188506},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chi/DuMTK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TheocharousWAV18,
author = {Georgios Theocharous and
Zheng Wen and
Yasin Abbasi and
Nikos Vlassis},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Scalar Posterior Sampling with Applications},
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 = {7696--7704},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/c157297d1a1ff043255bfb18530caaa2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TheocharousWAV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ThomasTGDB17,
author = {Philip S. Thomas and
Georgios Theocharous and
Mohammad Ghavamzadeh and
Ishan Durugkar and
Emma Brunskill},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Predictive Off-Policy Policy Evaluation for Nonstationary Decision
Problems, with Applications to Digital Marketing},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {4740--4745},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.19104},
doi = {10.1609/AAAI.V31I1.19104},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ThomasTGDB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GempTG17,
author = {Ian Gemp and
Georgios Theocharous and
Mohammad Ghavamzadeh},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Automated Data Cleansing through Meta-Learning},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {4760--4761},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.19107},
doi = {10.1609/AAAI.V31I1.19107},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GempTG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/TheocharousVW17,
author = {Georgios Theocharous and
Nikos Vlassis and
Zheng Wen},
editor = {George A. Papadopoulos and
Tsvi Kuflik and
Fang Chen and
Carlos Duarte and
Wai{-}Tat Fu},
title = {An Interactive Points of Interest Guidance System},
booktitle = {Companion Publication of the 22nd International Conference on Intelligent
User Interfaces, {IUI} 2017, Limassol, Cyprus, March 13-16, 2017},
pages = {49--52},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3030024.3040983},
doi = {10.1145/3030024.3040983},
timestamp = {Mon, 07 Sep 2020 17:06:04 +0200},
biburl = {https://dblp.org/rec/conf/iui/TheocharousVW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/ChaudhuriTG17,
author = {Sougata Chaudhuri and
Georgios Theocharous and
Mohammad Ghavamzadeh},
editor = {Petra Perner},
title = {Importance of Recommendation Policy Space in Addressing Click Sparsity
in Personalized Advertisement Display},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 13th International
Conference, {MLDM} 2017, New York, NY, USA, July 15-20, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10358},
pages = {32--46},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-62416-7\_3},
doi = {10.1007/978-3-319-62416-7\_3},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/ChaudhuriTG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-07979,
author = {Georgios Theocharous and
Zheng Wen and
Yasin Abbasi{-}Yadkori and
Nikos Vlassis},
title = {Posterior Sampling for Large Scale Reinforcement Learning},
journal = {CoRR},
volume = {abs/1711.07979},
year = {2017},
url = {http://arxiv.org/abs/1711.07979},
eprinttype = {arXiv},
eprint = {1711.07979},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-07979.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KvetonBGTMS16,
author = {Branislav Kveton and
Hung Bui and
Mohammad Ghavamzadeh and
Georgios Theocharous and
S. Muthukrishnan and
Siqi Sun},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {Graphical Model Sketch},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9851},
pages = {81--97},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46128-1\_6},
doi = {10.1007/978-3-319-46128-1\_6},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/KvetonBGTMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KvetonBGTMS16,
author = {Branislav Kveton and
Hung Bui and
Mohammad Ghavamzadeh and
Georgios Theocharous and
S. Muthukrishnan and
Siqi Sun},
title = {Graphical Model Sketch},
journal = {CoRR},
volume = {abs/1602.03105},
year = {2016},
url = {http://arxiv.org/abs/1602.03105},
eprinttype = {arXiv},
eprint = {1602.03105},
timestamp = {Thu, 10 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/KvetonBGTMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChaudhuriTG16,
author = {Sougata Chaudhuri and
Georgios Theocharous and
Mohammad Ghavamzadeh},
title = {Personalized Advertisement Recommendation: {A} Ranking Approach to
Address the Ubiquitous Click Sparsity Problem},
journal = {CoRR},
volume = {abs/1603.01870},
year = {2016},
url = {http://arxiv.org/abs/1603.01870},
eprinttype = {arXiv},
eprint = {1603.01870},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChaudhuriTG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ThomasTG15,
author = {Philip S. Thomas and
Georgios Theocharous and
Mohammad Ghavamzadeh},
editor = {Blai Bonet and
Sven Koenig},
title = {High-Confidence Off-Policy Evaluation},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {3000--3006},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9541},
doi = {10.1609/AAAI.V29I1.9541},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ThomasTG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ThomasTG15,
author = {Philip S. Thomas and
Georgios Theocharous and
Mohammad Ghavamzadeh},
editor = {Francis R. Bach and
David M. Blei},
title = {High Confidence Policy Improvement},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2380--2388},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/thomas15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ThomasTG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TheocharousTG15,
author = {Georgios Theocharous and
Philip S. Thomas and
Mohammad Ghavamzadeh},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Personalized Ad Recommendation Systems for Life-Time Value Optimization
with Guarantees},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {1806--1812},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/257},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/TheocharousTG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ThomasNTK15,
author = {Philip S. Thomas and
Scott Niekum and
Georgios Theocharous and
George Dimitri Konidaris},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Policy Evaluation Using the {\(\Omega\)}-Return},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {334--342},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/0e65972dce68dad4d52d063967f0a705-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ThomasNTK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/TheocharousTG15,
author = {Georgios Theocharous and
Philip S. Thomas and
Mohammad Ghavamzadeh},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Ad Recommendation Systems for Life-Time Value Optimization},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {1305--1310},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2741998},
doi = {10.1145/2740908.2741998},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/TheocharousTG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KvetonT13,
author = {Branislav Kveton and
Georgios Theocharous},
editor = {Marie desJardins and
Michael L. Littman},
title = {Structured Kernel-Based Reinforcement Learning},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {569--575},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8669},
doi = {10.1609/AAAI.V27I1.8669},
timestamp = {Mon, 04 Sep 2023 15:56:33 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KvetonT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KvetonT12,
author = {Branislav Kveton and
Georgios Theocharous},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Kernel-Based Reinforcement Learning on Representative States},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {977--983},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8294},
doi = {10.1609/AAAI.V26I1.8294},
timestamp = {Mon, 04 Sep 2023 15:56:47 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KvetonT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aied/TheocharousBP11,
author = {Georgios Theocharous and
Nicholas J. Butko and
Matthai Philipose},
editor = {Gautam Biswas and
Susan Bull and
Judy Kay and
Antonija Mitrovic},
title = {Towards a Physical and Personal Math Coin Tutoring System},
booktitle = {Artificial Intelligence in Education - 15th International Conference,
{AIED} 2011, Auckland, New Zealand, June 28 - July 2011},
series = {Lecture Notes in Computer Science},
volume = {6738},
pages = {569--571},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21869-9\_104},
doi = {10.1007/978-3-642-21869-9\_104},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/aied/TheocharousBP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgr/ButkoTPM11,
author = {Nicholas J. Butko and
Georgios Theocharous and
Matthai Philipose and
Javier R. Movellan},
title = {Automated facial affect analysis for one-on-one tutoring applications},
booktitle = {Ninth {IEEE} International Conference on Automatic Face and Gesture
Recognition {(FG} 2011), Santa Barbara, CA, USA, 21-25 March 2011},
pages = {382--387},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/FG.2011.5771430},
doi = {10.1109/FG.2011.5771430},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/fgr/ButkoTPM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TheocharousM10,
author = {Georgios Theocharous and
Sridhar Mahadevan},
editor = {Maria Fox and
David Poole},
title = {Compressing POMDPs Using Locality Preserving Non-Negative Matrix Factorization},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {1147--1152},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7750},
doi = {10.1609/AAAI.V24I1.7750},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TheocharousM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KvetonYTM08,
author = {Branislav Kveton and
Jia Yuan Yu and
Georgios Theocharous and
Shie Mannor},
editor = {Dieter Fox and
Carla P. Gomes},
title = {Online Learning with Expert Advice and Finite-Horizon Constraints},
booktitle = {Proceedings of the Twenty-Third {AAAI} Conference on Artificial Intelligence,
{AAAI} 2008, Chicago, Illinois, USA, July 13-17, 2008},
pages = {331--336},
publisher = {{AAAI} Press},
year = {2008},
url = {http://www.aaai.org/Library/AAAI/2008/aaai08-052.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KvetonYTM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/KvetonYTM08,
author = {Branislav Kveton and
Jia Yuan Yu and
Georgios Theocharous and
Shie Mannor},
title = {A Lazy Approach to Online Learning with Constraints},
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\_0045\_f49e5d88c012a5932626e604063cbe90.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isaim/KvetonYTM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KvetonGTMRS07,
author = {Branislav Kveton and
Prashant Gandhi and
Georgios Theocharous and
Shie Mannor and
Barbara Rosario and
Nilesh Shah},
title = {Adaptive Timeout Policies for Fast Fine-Grained Power Management},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {1795--1800},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-288.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/KvetonGTMRS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YuMTP07,
author = {Chih{-}Han Yu and
Shie Mannor and
Georgios Theocharous and
Avi Pfeffer},
title = {User Model and Utility Based Power Management},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {1918--1919},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-334.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/YuMTP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Ion Muslea and
Virginia Dignum and
Daniel D. Corkill and
Catholijn M. Jonker and
Frank Dignum and
Silvia Coradeschi and
Alessandro Saffiotti and
Dan Fu and
Jeff Orkin and
William Cheetham and
Kai Goebel and
Piero P. Bonissone and
Leen{-}Kiat Soh and
Randolph M. Jones and
Robert E. Wray III and
Matthias Scheutz and
Daniela Pucci de Farias and
Shie Mannor and
Georgios Theocharous and
Doina Precup and
Bamshad Mobasher and
Sarabjot S. Anand and
Bettina Berendt and
Andreas Hotho and
Hans W. Guesgen and
Michael T. Rosenstein and
Mohammad Ghavamzadeh},
title = {The Workshop Program at the Nineteenth National Conference on Artificial
Intelligence},
journal = {{AI} Mag.},
volume = {26},
number = {1},
pages = {103--108},
year = {2005},
url = {https://doi.org/10.1609/aimag.v26i1.1806},
doi = {10.1609/AIMAG.V26I1.1806},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/MusleaDCJDCSFOCGBSJWSFMTPMABHGRG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/TheocharousMK04,
author = {Georgios Theocharous and
Kevin P. Murphy and
Leslie Pack Kaelbling},
title = {Representing Hierarchical POMDPs as DBNs for Multi-scale Robot Localization},
booktitle = {Proceedings of the 2004 {IEEE} International Conference on Robotics
and Automation, {ICRA} 2004, April 26 - May 1, 2004, New Orleans,
LA, {USA}},
pages = {1045--1051},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ROBOT.2004.1307288},
doi = {10.1109/ROBOT.2004.1307288},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/TheocharousMK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TheocharousK03,
author = {Georgios Theocharous and
Leslie Pack Kaelbling},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Approximate Planning in POMDPs with Macro-Actions},
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 = {775--782},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/ea4eb49329550caaa1d2044105223721-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TheocharousK03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/TheocharousM02,
author = {Georgios Theocharous and
Sridhar Mahadevan},
title = {Approximate Planning with Hierarchical Partially Observable Markov
Decision Process Models for Robot Navigation},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Robotics
and Automation, {ICRA} 2002, May 11-15, 2002, Washington, DC, {USA}},
pages = {1347--1352},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/ROBOT.2002.1014730},
doi = {10.1109/ROBOT.2002.1014730},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/TheocharousM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/TheocharousM02,
author = {Georgios Theocharous and
Sridhar Mahadevan},
title = {Learning the hierarchical structure of spatial environments using
multiresolution statistical models},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
Lausanne, Switzerland, September 30 - October 4, 2002},
pages = {1038--1043},
publisher = {{IEEE}},
year = {2002},
url = {https://doi.org/10.1109/IRDS.2002.1041528},
doi = {10.1109/IRDS.2002.1041528},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/TheocharousM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/TheocharousRM01,
author = {Georgios Theocharous and
Khashayar Rohanimanesh and
Sridhar Mahadevan},
title = {Learning Hierarchical Partially Observable Markov Decision Process
Models for Robot Navigation},
booktitle = {Proceedings of the 2001 {IEEE} International Conference on Robotics
and Automation, {ICRA} 2001, May 21-26, 2001, Seoul, Korea},
pages = {511--516},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/ROBOT.2001.932601},
doi = {10.1109/ROBOT.2001.932601},
timestamp = {Mon, 22 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/TheocharousRM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/arobots/MahadevanTK98,
author = {Sridhar Mahadevan and
Georgios Theocharous and
Nikfar Khaleeli},
title = {Rapid Concept Learning for Mobile Robots},
journal = {Auton. Robots},
volume = {5},
number = {3-4},
pages = {239--251},
year = {1998},
url = {https://doi.org/10.1023/A:1008850021368},
doi = {10.1023/A:1008850021368},
timestamp = {Thu, 18 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/arobots/MahadevanTK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MahadevanTK98,
author = {Sridhar Mahadevan and
Georgios Theocharous and
Nikfar Khaleeli},
title = {Rapid Concept Learning for Mobile Robots},
journal = {Mach. Learn.},
volume = {31},
number = {1-3},
pages = {7--27},
year = {1998},
url = {https://doi.org/10.1023/A:1007432422702},
doi = {10.1023/A:1007432422702},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MahadevanTK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/MahadevanT98,
author = {Sridhar Mahadevan and
Georgios Theocharous},
editor = {Diane J. Cook},
title = {Optimizing Production Manufacturing Using Reinforcement Learning},
booktitle = {Proceedings of the Eleventh International Florida Artificial Intelligence
Research Society Conference, May 18-20, 1998, Sanibel Island, Florida,
{USA}},
pages = {372--377},
publisher = {{AAAI} Press},
year = {1998},
url = {http://www.aaai.org/Library/FLAIRS/1998/flairs98-072.php},
timestamp = {Tue, 05 Sep 2023 11:41:06 +0200},
biburl = {https://dblp.org/rec/conf/flairs/MahadevanT98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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