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@inproceedings{DBLP:conf/aaai/ShahWPT24,
author = {Sanket Shah and
Bryan Wilder and
Andrew Perrault and
Milind Tambe},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Leaving the Nest: Going beyond Local Loss Functions for Predict-Then-Optimize},
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 = {14902--14909},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i13.29410},
doi = {10.1609/AAAI.V38I13.29410},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ShahWPT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZychowskiPM24,
author = {Adam Zychowski and
Andrew Perrault and
Jacek Mandziuk},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {Coevolutionary Algorithm for Building Robust Decision Trees under
Minimax Regret},
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 = {21869--21877},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i19.30188},
doi = {10.1609/AAAI.V38I19.30188},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZychowskiPM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/MaoP24,
author = {Yi Mao and
Andrew Perrault},
editor = {Mehdi Dastani and
Jaime Sim{\~{a}}o Sichman and
Natasha Alechina and
Virginia Dignum},
title = {Time-Constrained Restless Multi-Armed Bandits with Applications to
City Service Scheduling},
booktitle = {Proceedings of the 23rd International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2024, Auckland, New Zealand, May 6-10,
2024},
pages = {2375--2377},
publisher = {{ACM}},
year = {2024},
url = {https://dl.acm.org/doi/10.5555/3635637.3663165},
doi = {10.5555/3635637.3663165},
timestamp = {Fri, 03 May 2024 14:27:55 +0200},
biburl = {https://dblp.org/rec/conf/atal/MaoP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-05710,
author = {Xi Chen and
Zhihui Zhu and
Andrew Perrault},
title = {The Distributional Reward Critic Architecture for Perturbed-Reward
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2401.05710},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.05710},
doi = {10.48550/ARXIV.2401.05710},
eprinttype = {arXiv},
eprint = {2401.05710},
timestamp = {Thu, 25 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-05710.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-17618,
author = {Ju{-}Seung Byun and
Andrew Perrault},
title = {Symmetric Reinforcement Learning Loss for Robust Learning on Diverse
Tasks and Model Scales},
journal = {CoRR},
volume = {abs/2405.17618},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.17618},
doi = {10.48550/ARXIV.2405.17618},
eprinttype = {arXiv},
eprint = {2405.17618},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-17618.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Perrault23,
author = {Andrew Perrault},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Monitoring and Intervening on Large Populations of Weakly Coupled
Processes with Social Impact Applications},
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 = {15450},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i13.26817},
doi = {10.1609/AAAI.V37I13.26817},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/Perrault23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/PengXCNP23,
author = {Xueqiao Peng and
Jiaqi Xu and
Xi Chen and
Dinh Song An Nguyen and
Andrew Perrault},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Using Reinforcement Learning for Multi-Objective Cluster-Level Optimization
of Non-Pharmaceutical Interventions for Infectious Disease},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {445--460},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/peng23a.html},
timestamp = {Tue, 20 Feb 2024 16:30:24 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/PengXCNP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/AryaBCPSFW23,
author = {Pulkit Arya and
Madeleine Bloomquist and
Subhankar Chakraborty and
Andrew Perrault and
William Schuler and
Eric Fosler{-}Lussier and
Michael White},
editor = {David Schlangen and
Svetlana Stoyanchev and
Shafiq Joty and
Ondrej Dusek and
Casey Kennington and
Malihe Alikhani},
title = {Bootstrapping a Conversational Guide for Colonoscopy Prep},
booktitle = {Proceedings of the 24th Meeting of the Special Interest Group on Discourse
and Dialogue, {SIGDIAL} 2023, Prague, Czechia, September 11 - 15,
2023},
pages = {413--420},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.sigdial-1.38},
doi = {10.18653/V1/2023.SIGDIAL-1.38},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigdial/AryaBCPSFW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16830,
author = {Sanket Shah and
Andrew Perrault and
Bryan Wilder and
Milind Tambe},
title = {Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize},
journal = {CoRR},
volume = {abs/2305.16830},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16830},
doi = {10.48550/ARXIV.2305.16830},
eprinttype = {arXiv},
eprint = {2305.16830},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08774,
author = {Lily Xu and
Esther Rolf and
Sara Beery and
Joseph R. Bennett and
Tanya Y. Berger{-}Wolf and
Tanya Birch and
Elizabeth Bondi{-}Kelly and
Justin Brashares and
Melissa S. Chapman and
Anthony Corso and
Andrew Davies and
Nikhil Garg and
Angela Gaylard and
Robert Heilmayr and
Hannah Kerner and
Konstantin Klemmer and
Vipin Kumar and
Lester Mackey and
Claire Monteleoni and
Paul Moorcroft and
Jonathan Palmer and
Andrew Perrault and
David Thau and
Milind Tambe},
title = {Reflections from the Workshop on AI-Assisted Decision Making for Conservation},
journal = {CoRR},
volume = {abs/2307.08774},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08774},
doi = {10.48550/ARXIV.2307.08774},
eprinttype = {arXiv},
eprint = {2307.08774},
timestamp = {Thu, 03 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08774.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-09078,
author = {Adam Zychowski and
Andrew Perrault and
Jacek Mandziuk},
title = {Coevolutionary Algorithm for Building Robust Decision Trees under
Minimax Regret},
journal = {CoRR},
volume = {abs/2312.09078},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.09078},
doi = {10.48550/ARXIV.2312.09078},
eprinttype = {arXiv},
eprint = {2312.09078},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-09078.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0040XPRT22,
author = {Kai Wang and
Lily Xu and
Andrew Perrault and
Michael K. Reiter and
Milind Tambe},
title = {Coordinating Followers to Reach Better Equilibria: End-to-End Gradient
Descent for Stackelberg Games},
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 = {5219--5227},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i5.20457},
doi = {10.1609/AAAI.V36I5.20457},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0040XPRT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ByunP22,
author = {Ju{-}Seung Byun and
Andrew Perrault},
title = {Training Transition Policies via Distribution Matching for Complex
Tasks},
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=6vkzF28Hur8},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ByunP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Shah0WPT22,
author = {Sanket Shah and
Kai Wang and
Bryan Wilder and
Andrew Perrault and
Milind Tambe},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Decision-Focused Learning without Decision-Making: Learning Locally
Optimized Decision Losses},
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/0904c7edde20d7134a77fc7f9cd86ea2-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Shah0WPT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-16067,
author = {Sanket Shah and
Bryan Wilder and
Andrew Perrault and
Milind Tambe},
title = {Learning (Local) Surrogate Loss Functions for Predict-Then-Optimize
Problems},
journal = {CoRR},
volume = {abs/2203.16067},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.16067},
doi = {10.48550/ARXIV.2203.16067},
eprinttype = {arXiv},
eprint = {2203.16067},
timestamp = {Mon, 04 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-16067.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-13125,
author = {Ju{-}Seung Byun and
Andrew Perrault},
title = {Normality-Guided Distributional Reinforcement Learning for Continuous
Control},
journal = {CoRR},
volume = {abs/2208.13125},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.13125},
doi = {10.48550/ARXIV.2208.13125},
eprinttype = {arXiv},
eprint = {2208.13125},
timestamp = {Thu, 01 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-13125.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuBFP0T21,
author = {Lily Xu and
Elizabeth Bondi and
Fei Fang and
Andrew Perrault and
Kai Wang and
Milind Tambe},
title = {Dual-Mandate Patrols: Multi-Armed Bandits for Green Security},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {14974--14982},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i17.17757},
doi = {10.1609/AAAI.V35I17.17757},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/XuBFP0T21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/KillianPT21,
author = {Jackson A. Killian and
Andrew Perrault and
Milind Tambe},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {Beyond "To Act or Not to Act": Fast Lagrangian Approaches to General
Multi-Action Restless Bandits},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {710--718},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p710.pdf},
doi = {10.5555/3463952.3464038},
timestamp = {Wed, 20 Jul 2022 17:03:47 +0200},
biburl = {https://dblp.org/rec/conf/atal/KillianPT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/MatePT21,
author = {Aditya Mate and
Andrew Perrault and
Milind Tambe},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {Risk-Aware Interventions in Public Health: Planning with Restless
Multi-Armed Bandits},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {880--888},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p880.pdf},
doi = {10.5555/3463952.3464057},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/MatePT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangSCPDT21,
author = {Kai Wang and
Sanket Shah and
Haipeng Chen and
Andrew Perrault and
Finale Doshi{-}Velez and
Milind Tambe},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Learning MDPs from Features: Predict-Then-Optimize for Sequential
Decision Making by Reinforcement Learning},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {8795--8806},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/49e863b146f3b5470ee222ee84669b1c-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/WangSCPDT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XuPFCT21,
author = {Lily Xu and
Andrew Perrault and
Fei Fang and
Haipeng Chen and
Milind Tambe},
editor = {Cassio P. de Campos and
Marloes H. Maathuis and
Erik Quaeghebeur},
title = {Robust reinforcement learning under minimax regret for green security},
booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial
Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021},
series = {Proceedings of Machine Learning Research},
volume = {161},
pages = {257--267},
publisher = {{AUAI} Press},
year = {2021},
url = {https://proceedings.mlr.press/v161/xu21a.html},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/XuPFCT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03278,
author = {Kai Wang and
Lily Xu and
Andrew Perrault and
Michael K. Reiter and
Milind Tambe},
title = {Coordinating Followers to Reach Better Equilibria: End-to-End Gradient
Descent for Stackelberg Games},
journal = {CoRR},
volume = {abs/2106.03278},
year = {2021},
url = {https://arxiv.org/abs/2106.03278},
eprinttype = {arXiv},
eprint = {2106.03278},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03279,
author = {Kai Wang and
Sanket Shah and
Haipeng Chen and
Andrew Perrault and
Finale Doshi{-}Velez and
Milind Tambe},
title = {Learning MDPs from Features: Predict-Then-Optimize for Sequential
Decision Problems by Reinforcement Learning},
journal = {CoRR},
volume = {abs/2106.03279},
year = {2021},
url = {https://arxiv.org/abs/2106.03279},
eprinttype = {arXiv},
eprint = {2106.03279},
timestamp = {Wed, 20 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03279.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08413,
author = {Lily Xu and
Andrew Perrault and
Fei Fang and
Haipeng Chen and
Milind Tambe},
title = {Robust Reinforcement Learning Under Minimax Regret for Green Security},
journal = {CoRR},
volume = {abs/2106.08413},
year = {2021},
url = {https://arxiv.org/abs/2106.08413},
eprinttype = {arXiv},
eprint = {2106.08413},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08413.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-04357,
author = {Ju{-}Seung Byun and
Andrew Perrault},
title = {Training Transition Policies via Distribution Matching for Complex
Tasks},
journal = {CoRR},
volume = {abs/2110.04357},
year = {2021},
url = {https://arxiv.org/abs/2110.04357},
eprinttype = {arXiv},
eprint = {2110.04357},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-04357.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/PerraultFST20,
author = {Andrew Perrault and
Fei Fang and
Arunesh Sinha and
Milind Tambe},
title = {Artificial Intelligence for Social Impact: Learning and Planning in
the Data-to-Deployment Pipeline},
journal = {{AI} Mag.},
volume = {41},
number = {4},
pages = {3--16},
year = {2020},
url = {https://doi.org/10.1609/aimag.v41i4.5296},
doi = {10.1609/AIMAG.V41I4.5296},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/PerraultFST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PerraultWEMDT20,
author = {Andrew Perrault and
Bryan Wilder and
Eric Ewing and
Aditya Mate and
Bistra Dilkina and
Milind Tambe},
title = {End-to-End Game-Focused Learning of Adversary Behavior in Security
Games},
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 = {1378--1386},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i02.5494},
doi = {10.1609/AAAI.V34I02.5494},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PerraultWEMDT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShahSVPT20,
author = {Sanket Shah and
Arunesh Sinha and
Pradeep Varakantham and
Andrew Perrault and
Milind Tambe},
title = {Solving Online Threat Screening Games using Constrained Action Space
Reinforcement Learning},
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 = {2226--2235},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i02.5599},
doi = {10.1609/AAAI.V34I02.5599},
timestamp = {Fri, 08 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ShahSVPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/OuSSPRT20,
author = {Han{-}Ching Ou and
Arunesh Sinha and
Sze{-}Chuan Suen and
Andrew Perrault and
Alpan Raval and
Milind Tambe},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Who and When to Screen: Multi-Round Active Screening for Network Recurrent
Infectious Diseases Under Uncertainty},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {992--1000},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398877},
doi = {10.5555/3398761.3398877},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/OuSSPRT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/WangPMT20,
author = {Kai Wang and
Andrew Perrault and
Aditya Mate and
Milind Tambe},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Scalable Game-Focused Learning of Adversary Models: Data-to-Decisions
in Network Security Games},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {1449--1457},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398928},
doi = {10.5555/3398761.3398928},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/WangPMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0040WPT20,
author = {Kai Wang and
Bryan Wilder and
Andrew Perrault and
Milind Tambe},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Automatically Learning Compact Quality-aware Surrogates for Optimization
Problems},
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/6d0c932802f6953f70eb20931645fa40-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0040WPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MateKXPT20,
author = {Aditya Mate and
Jackson A. Killian and
Haifeng Xu and
Andrew Perrault and
Milind Tambe},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Collapsing Bandits and Their Application to Public Health Intervention},
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/b460cf6b09878b00a3e1ad4c72344ccd-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MateKXPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MukhopadhyayWPK20,
author = {Ayan Mukhopadhyay and
Kai Wang and
Andrew Perrault and
Mykel J. Kochenderfer and
Milind Tambe and
Yevgeniy Vorobeychik},
editor = {Ryan P. Adams and
Vibhav Gogate},
title = {Robust Spatial-Temporal Incident Prediction},
booktitle = {Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2020, virtual online, August 3-6, 2020},
series = {Proceedings of Machine Learning Research},
volume = {124},
pages = {360--369},
publisher = {{AUAI} Press},
year = {2020},
url = {http://proceedings.mlr.press/v124/mukhopadhyay20a.html},
timestamp = {Tue, 07 May 2024 20:09:01 +0200},
biburl = {https://dblp.org/rec/conf/uai/MukhopadhyayWPK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-00088,
author = {Andrew Perrault and
Fei Fang and
Arunesh Sinha and
Milind Tambe},
title = {{AI} for Social Impact: Learning and Planning in the Data-to-Deployment
Pipeline},
journal = {CoRR},
volume = {abs/2001.00088},
year = {2020},
url = {http://arxiv.org/abs/2001.00088},
eprinttype = {arXiv},
eprint = {2001.00088},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-00088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-10815,
author = {Kai Wang and
Bryan Wilder and
Andrew Perrault and
Milind Tambe},
title = {Automatically Learning Compact Quality-aware Surrogates for Optimization
Problems},
journal = {CoRR},
volume = {abs/2006.10815},
year = {2020},
url = {https://arxiv.org/abs/2006.10815},
eprinttype = {arXiv},
eprint = {2006.10815},
timestamp = {Wed, 11 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-10815.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-12411,
author = {Lily Xu and
Andrew Perrault and
Andrew J. Plumptre and
Margaret Driciru and
Fred Wanyama and
Aggrey Rwetsiba and
Milind Tambe},
title = {Game Theory on the Ground: The Effect of Increased Patrols on Deterring
Poachers},
journal = {CoRR},
volume = {abs/2006.12411},
year = {2020},
url = {https://arxiv.org/abs/2006.12411},
eprinttype = {arXiv},
eprint = {2006.12411},
timestamp = {Tue, 23 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-12411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04432,
author = {Aditya Mate and
Jackson A. Killian and
Haifeng Xu and
Andrew Perrault and
Milind Tambe},
title = {Collapsing Bandits and Their Application to Public Health Interventions},
journal = {CoRR},
volume = {abs/2007.04432},
year = {2020},
url = {https://arxiv.org/abs/2007.04432},
eprinttype = {arXiv},
eprint = {2007.04432},
timestamp = {Mon, 20 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-04432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-06560,
author = {Lily Xu and
Elizabeth Bondi and
Fei Fang and
Andrew Perrault and
Kai Wang and
Milind Tambe},
title = {Dual-Mandate Patrols: Multi-Armed Bandits for Green Security},
journal = {CoRR},
volume = {abs/2009.06560},
year = {2020},
url = {https://arxiv.org/abs/2009.06560},
eprinttype = {arXiv},
eprint = {2009.06560},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-06560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PerraultB19,
author = {Andrew Perrault and
Craig Boutilier},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {Experiential Preference Elicitation for Autonomous Heating and Cooling
Systems},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {431--439},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331724},
timestamp = {Wed, 29 May 2019 16:36:58 +0200},
biburl = {https://dblp.org/rec/conf/atal/PerraultB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-00958,
author = {Andrew Perrault and
Bryan Wilder and
Eric Ewing and
Aditya Mate and
Bistra Dilkina and
Milind Tambe},
title = {Decision-Focused Learning of Adversary Behavior in Security Games},
journal = {CoRR},
volume = {abs/1903.00958},
year = {2019},
url = {http://arxiv.org/abs/1903.00958},
eprinttype = {arXiv},
eprint = {1903.00958},
timestamp = {Sat, 30 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-00958.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-06113,
author = {Han{-}Ching Ou and
Arunesh Sinha and
Sze{-}Chuan Suen and
Andrew Perrault and
Milind Tambe},
title = {Who and When to Screen: Multi-Round Active Screening for Recurrent
Infectious Diseases Under Uncertainty},
journal = {CoRR},
volume = {abs/1903.06113},
year = {2019},
url = {http://arxiv.org/abs/1903.06113},
eprinttype = {arXiv},
eprint = {1903.06113},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-06113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-08799,
author = {Sanket Shah and
Arunesh Sinha and
Pradeep Varakantham and
Andrew Perrault and
Milind Tambe},
title = {Solving Online Threat Screening Games using Constrained Action Space
Reinforcement Learning},
journal = {CoRR},
volume = {abs/1911.08799},
year = {2019},
url = {http://arxiv.org/abs/1911.08799},
eprinttype = {arXiv},
eprint = {1911.08799},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-08799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ca/Perrault18,
author = {Andrew Perrault},
title = {Developing and Coordinating Autonomous Agents for Efficient Electricity
Markets},
school = {University of Toronto, Canada},
year = {2018},
url = {http://hdl.handle.net/1807/92135},
timestamp = {Fri, 29 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ca/Perrault18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PerraultB17,
author = {Andrew Perrault and
Craig Boutilier},
editor = {Kate Larson and
Michael Winikoff and
Sanmay Das and
Edmund H. Durfee},
title = {Multiple-Profile Prediction-of-Use Games},
booktitle = {Proceedings of the 16th Conference on Autonomous Agents and MultiAgent
Systems, {AAMAS} 2017, S{\~{a}}o Paulo, Brazil, May 8-12, 2017},
pages = {1688--1690},
publisher = {{ACM}},
year = {2017},
url = {http://dl.acm.org/citation.cfm?id=3091405},
timestamp = {Wed, 27 Sep 2017 07:24:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/PerraultB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PerraultB17a,
author = {Andrew Perrault and
Craig Boutilier},
editor = {Gita Sukthankar and
Juan A. Rodr{\'{\i}}guez{-}Aguilar},
title = {Multiple-Profile Prediction-of-Use Games},
booktitle = {Autonomous Agents and Multiagent Systems - {AAMAS} 2017 Workshops,
Best Papers, S{\~{a}}o Paulo, Brazil, May 8-12, 2017, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {10642},
pages = {275--295},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71682-4\_17},
doi = {10.1007/978-3-319-71682-4\_17},
timestamp = {Mon, 05 Feb 2024 20:34:11 +0100},
biburl = {https://dblp.org/rec/conf/atal/PerraultB17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PerraultB17,
author = {Andrew Perrault and
Craig Boutilier},
editor = {Carles Sierra},
title = {Multiple-Profile Prediction-of-Use Games},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {366--373},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/52},
doi = {10.24963/IJCAI.2017/52},
timestamp = {Tue, 20 Aug 2019 16:16:54 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PerraultB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PerraultDB16,
author = {Andrew Perrault and
Joanna Drummond and
Fahiem Bacchus},
editor = {Catholijn M. Jonker and
Stacy Marsella and
John Thangarajah and
Karl Tuyls},
title = {Strategy-Proofness in the Stable Matching Problem with Couples},
booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents
{\&} Multiagent Systems, Singapore, May 9-13, 2016},
pages = {132--140},
publisher = {{ACM}},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=2936947},
timestamp = {Fri, 20 May 2016 20:33:29 +0200},
biburl = {https://dblp.org/rec/conf/atal/PerraultDB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DrummondPB15,
author = {Joanna Drummond and
Andrew Perrault and
Fahiem Bacchus},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {{SAT} Is an Effective and Complete Method for Solving Stable Matching
Problems with Couples},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {518--525},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/079},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DrummondPB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PerraultB15,
author = {Andrew Perrault and
Craig Boutilier},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Approximately Stable Pricing for Coordinated Purchasing of Electricity},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {2624--2631},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/372},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PerraultB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PerraultDB15,
author = {Andrew Perrault and
Joanna Drummond and
Fahiem Bacchus},
title = {Exploring Strategy-Proofness, Uniqueness, and Pareto Optimality for
the Stable Matching Problem with Couples},
journal = {CoRR},
volume = {abs/1505.03463},
year = {2015},
url = {http://arxiv.org/abs/1505.03463},
eprinttype = {arXiv},
eprint = {1505.03463},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PerraultDB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/PerraultB14,
author = {Andrew Perrault and
Craig Boutilier},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Efficient coordinated power distribution on private infrastructure},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {805--812},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2615861},
timestamp = {Thu, 25 Sep 2014 07:46:15 +0200},
biburl = {https://dblp.org/rec/conf/atal/PerraultB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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