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ORCIDBibTeX records: Christopher Amato
@article{DBLP:journals/access/BokadeJA23,
author = {Rohit Bokade and
Xiaoning Jin and
Christopher Amato},
title = {Multi-Agent Reinforcement Learning Based on Representational Communication
for Large-Scale Traffic Signal Control},
journal = {{IEEE} Access},
volume = {11},
pages = {47646--47658},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3275883},
doi = {10.1109/ACCESS.2023.3275883},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/BokadeJA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/LyuBXDA23,
author = {Xueguang Lyu and
Andrea Baisero and
Yuchen Xiao and
Brett Daley and
Christopher Amato},
title = {On Centralized Critics in Multi-Agent Reinforcement Learning},
journal = {J. Artif. Intell. Res.},
volume = {77},
pages = {295--354},
year = {2023},
url = {https://doi.org/10.1613/jair.1.14386},
doi = {10.1613/JAIR.1.14386},
timestamp = {Sun, 18 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/LyuBXDA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/MarchesiniMFA23,
author = {Enrico Marchesini and
Luca Marzari and
Alessandro Farinelli and
Christopher Amato},
editor = {Noa Agmon and
Bo An and
Alessandro Ricci and
William Yeoh},
title = {Safe Deep Reinforcement Learning by Verifying Task-Level Properties},
booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
2023 - 2 June 2023},
pages = {1466--1475},
publisher = {{ACM}},
year = {2023},
url = {https://dl.acm.org/doi/10.5555/3545946.3598799},
doi = {10.5555/3545946.3598799},
timestamp = {Tue, 23 May 2023 14:27:14 +0200},
biburl = {https://dblp.org/rec/conf/atal/MarchesiniMFA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/NguyenBK0PA23,
author = {Hai Huu Nguyen and
Andrea Baisero and
David Klee and
Dian Wang and
Robert Platt and
Christopher Amato},
editor = {Jie Tan and
Marc Toussaint and
Kourosh Darvish},
title = {Equivariant Reinforcement Learning under Partial Observability},
booktitle = {Conference on Robot Learning, CoRL 2023, 6-9 November 2023, Atlanta,
GA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {229},
pages = {3309--3320},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v229/nguyen23a.html},
timestamp = {Tue, 20 Feb 2024 12:11:46 +0100},
biburl = {https://dblp.org/rec/conf/corl/NguyenBK0PA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MarchesiniA23,
author = {Enrico Marchesini and
Christopher Amato},
title = {Improving Deep Policy Gradients with Value Function Search},
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=6qZC7pfenQm},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MarchesiniA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/DaleyWAM23,
author = {Brett Daley and
Martha White and
Christopher Amato and
Marlos C. Machado},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Trajectory-Aware Eligibility Traces for Off-Policy Reinforcement Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {6818--6835},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/daley23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/DaleyWAM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/NguyenKXA23,
author = {Hai Nguyen and
Sammie Katt and
Yuchen Xiao and
Christopher Amato},
title = {On-Robot Bayesian Reinforcement Learning for POMDPs},
booktitle = {{IROS}},
pages = {9480--9487},
year = {2023},
url = {https://doi.org/10.1109/IROS55552.2023.10342114},
doi = {10.1109/IROS55552.2023.10342114},
timestamp = {Fri, 05 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/NguyenKXA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11321,
author = {Brett Daley and
Martha White and
Christopher Amato and
Marlos C. Machado},
title = {Trajectory-Aware Eligibility Traces for Off-Policy Reinforcement Learning},
journal = {CoRR},
volume = {abs/2301.11321},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11321},
doi = {10.48550/ARXIV.2301.11321},
eprinttype = {arXiv},
eprint = {2301.11321},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10030,
author = {Enrico Marchesini and
Luca Marzari and
Alessandro Farinelli and
Christopher Amato},
title = {Safe Deep Reinforcement Learning by Verifying Task-Level Properties},
journal = {CoRR},
volume = {abs/2302.10030},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10030},
doi = {10.48550/ARXIV.2302.10030},
eprinttype = {arXiv},
eprint = {2302.10030},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10145,
author = {Enrico Marchesini and
Christopher Amato},
title = {Improving Deep Policy Gradients with Value Function Search},
journal = {CoRR},
volume = {abs/2302.10145},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10145},
doi = {10.48550/ARXIV.2302.10145},
eprinttype = {arXiv},
eprint = {2302.10145},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-11954,
author = {Hai Nguyen and
Sammie Katt and
Yuchen Xiao and
Christopher Amato},
title = {On-Robot Bayesian Reinforcement Learning for POMDPs},
journal = {CoRR},
volume = {abs/2307.11954},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.11954},
doi = {10.48550/ARXIV.2307.11954},
eprinttype = {arXiv},
eprint = {2307.11954},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-11954.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02435,
author = {Rohit Bokade and
Xiaoning Jin and
Christopher Amato},
title = {Multi-Agent Reinforcement Learning Based on Representational Communication
for Large-Scale Traffic Signal Control},
journal = {CoRR},
volume = {abs/2310.02435},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02435},
doi = {10.48550/ARXIV.2310.02435},
eprinttype = {arXiv},
eprint = {2310.02435},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-10822,
author = {Chengguang Xu and
Hieu T. Nguyen and
Christopher Amato and
Lawson L. S. Wong},
title = {Vision and Language Navigation in the Real World via Online Visual
Language Mapping},
journal = {CoRR},
volume = {abs/2310.10822},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.10822},
doi = {10.48550/ARXIV.2310.10822},
eprinttype = {arXiv},
eprint = {2310.10822},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-10822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LyuBXA22,
author = {Xueguang Lyu and
Andrea Baisero and
Yuchen Xiao and
Christopher Amato},
title = {A Deeper Understanding of State-Based Critics in Multi-Agent Reinforcement
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 = {9396--9404},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i9.21171},
doi = {10.1609/AAAI.V36I9.21171},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LyuBXA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/BaiseroA22,
author = {Andrea Baisero and
Christopher Amato},
editor = {Piotr Faliszewski and
Viviana Mascardi and
Catherine Pelachaud and
Matthew E. Taylor},
title = {Unbiased Asymmetric Reinforcement Learning under Partial Observability},
booktitle = {21st International Conference on Autonomous Agents and Multiagent
Systems, {AAMAS} 2022, Auckland, New Zealand, May 9-13, 2022},
pages = {44--52},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
{(IFAAMAS)}},
year = {2022},
url = {https://www.ifaamas.org/Proceedings/aamas2022/pdfs/p44.pdf},
doi = {10.5555/3535850.3535857},
timestamp = {Mon, 18 Jul 2022 17:13:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/BaiseroA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/KattNOA22,
author = {Sammie Katt and
Hai Nguyen and
Frans A. Oliehoek and
Christopher Amato},
editor = {Piotr Faliszewski and
Viviana Mascardi and
Catherine Pelachaud and
Matthew E. Taylor},
title = {BADDr: Bayes-Adaptive Deep Dropout {RL} for POMDPs},
booktitle = {21st International Conference on Autonomous Agents and Multiagent
Systems, {AAMAS} 2022, Auckland, New Zealand, May 9-13, 2022},
pages = {723--731},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
{(IFAAMAS)}},
year = {2022},
url = {https://www.ifaamas.org/Proceedings/aamas2022/pdfs/p723.pdf},
doi = {10.5555/3535850.3535932},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/KattNOA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/NguyenBWAP22,
author = {Hai Huu Nguyen and
Andrea Baisero and
Dian Wang and
Christopher Amato and
Robert Platt},
editor = {Karen Liu and
Dana Kulic and
Jeffrey Ichnowski},
title = {Leveraging Fully Observable Policies for Learning under Partial Observability},
booktitle = {Conference on Robot Learning, CoRL 2022, 14-18 December 2022, Auckland,
New Zealand},
series = {Proceedings of Machine Learning Research},
volume = {205},
pages = {1673--1683},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v205/nguyen23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/corl/NguyenBWAP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/MarchesiniA22,
author = {Enrico Marchesini and
Christopher Amato},
editor = {Jonathan E. Fieldsend and
Markus Wagner},
title = {Safety-informed mutations for evolutionary deep reinforcement learning},
booktitle = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Companion
Volume, Boston, Massachusetts, USA, July 9 - 13, 2022},
pages = {1966--1970},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3520304.3533980},
doi = {10.1145/3520304.3533980},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/MarchesiniA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MelcerAT22,
author = {Daniel Melcer and
Christopher Amato and
Stavros Tripakis},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Shield Decentralization for Safe Multi-Agent 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/57444e14ecd9e2c8f603b4f012ce3811-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MelcerAT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XiaoTA22,
author = {Yuchen Xiao and
Weihao Tan and
Christopher Amato},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Asynchronous Actor-Critic for Multi-Agent 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/1c153788756d35559c22d105d1182c30-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XiaoTA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/BaiseroDA22,
author = {Andrea Baisero and
Brett Daley and
Christopher Amato},
editor = {James Cussens and
Kun Zhang},
title = {Asymmetric {DQN} for partially observable reinforcement learning},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {107--117},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/baisero22a.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/BaiseroDA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wafr/NguyenYBMPA22,
author = {Hai Huu Nguyen and
Zhihan Yang and
Andrea Baisero and
Xiao Ma and
Robert Platt and
Christopher Amato},
editor = {Steven M. LaValle and
Jason M. O'Kane and
Michael W. Otte and
Dorsa Sadigh and
Pratap Tokekar},
title = {Hierarchical Reinforcement Learning Under Mixed Observability},
booktitle = {Algorithmic Foundations of Robotics {XV} - Proceedings of the Fifteenth
Workshop on the Algorithmic Foundations of Robotics, {WAFR} 2022,
College Park, MD, USA, 22-24 June, 2022},
series = {Springer Proceedings in Advanced Robotics},
volume = {25},
pages = {188--204},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-21090-7\_12},
doi = {10.1007/978-3-031-21090-7\_12},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wafr/NguyenYBMPA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dai2/2021,
editor = {Jie Chen and
J{\'{e}}r{\^{o}}me Lang and
Christopher Amato and
Dengji Zhao},
title = {Distributed Artificial Intelligence - Third International Conference,
{DAI} 2021, Shanghai, China, December 17-18, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13170},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-94662-3},
doi = {10.1007/978-3-030-94662-3},
isbn = {978-3-030-94661-6},
timestamp = {Fri, 14 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dai2/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-01221,
author = {Xueguang Lyu and
Andrea Baisero and
Yuchen Xiao and
Christopher Amato},
title = {A Deeper Understanding of State-Based Critics in Multi-Agent Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2201.01221},
year = {2022},
url = {https://arxiv.org/abs/2201.01221},
eprinttype = {arXiv},
eprint = {2201.01221},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-01221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08884,
author = {Sammie Katt and
Hai Nguyen and
Frans A. Oliehoek and
Christopher Amato},
title = {BADDr: Bayes-Adaptive Deep Dropout {RL} for POMDPs},
journal = {CoRR},
volume = {abs/2202.08884},
year = {2022},
url = {https://arxiv.org/abs/2202.08884},
eprinttype = {arXiv},
eprint = {2202.08884},
timestamp = {Tue, 01 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-00898,
author = {Hai Huu Nguyen and
Zhihan Yang and
Andrea Baisero and
Xiao Ma and
Robert Platt and
Christopher Amato},
title = {Hierarchical Reinforcement Learning under Mixed Observability},
journal = {CoRR},
volume = {abs/2204.00898},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.00898},
doi = {10.48550/ARXIV.2204.00898},
eprinttype = {arXiv},
eprint = {2204.00898},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-00898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-01078,
author = {Kevin Esslinger and
Robert Platt and
Christopher Amato},
title = {Deep Transformer Q-Networks for Partially Observable Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2206.01078},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.01078},
doi = {10.48550/ARXIV.2206.01078},
eprinttype = {arXiv},
eprint = {2206.01078},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-01078.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-10113,
author = {Yuchen Xiao and
Weihao Tan and
Christopher Amato},
title = {Asynchronous Actor-Critic for Multi-Agent Reinforcement Learning},
journal = {CoRR},
volume = {abs/2209.10113},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.10113},
doi = {10.48550/ARXIV.2209.10113},
eprinttype = {arXiv},
eprint = {2209.10113},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-10113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-01991,
author = {Hai Huu Nguyen and
Andrea Baisero and
Dian Wang and
Christopher Amato and
Robert Platt},
title = {Leveraging Fully Observable Policies for Learning under Partial Observability},
journal = {CoRR},
volume = {abs/2211.01991},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.01991},
doi = {10.48550/ARXIV.2211.01991},
eprinttype = {arXiv},
eprint = {2211.01991},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-01991.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/Elsayed-AlyBAET21,
author = {Ingy Elsayed{-}Aly and
Suda Bharadwaj and
Christopher Amato and
R{\"{u}}diger Ehlers and
Ufuk Topcu and
Lu Feng},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {Safe Multi-Agent Reinforcement Learning via Shielding},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {483--491},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p483.pdf},
doi = {10.5555/3463952.3464013},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/Elsayed-AlyBAET21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LyuXDA21,
author = {Xueguang Lyu and
Yuchen Xiao and
Brett Daley and
Christopher Amato},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {Contrasting Centralized and Decentralized Critics in Multi-Agent Reinforcement
Learning},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {844--852},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p844.pdf},
doi = {10.5555/3463952.3464053},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/LyuXDA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/DaleyHA21,
author = {Brett Daley and
Cameron Hickert and
Christopher Amato},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {Stratified Experience Replay: Correcting Multiplicity Bias in Off-Policy
Reinforcement Learning},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {1486--1488},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p1486.pdf},
doi = {10.5555/3463952.3464134},
timestamp = {Wed, 20 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/DaleyHA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/SharifEAP21,
author = {Mohammadreza Sharif and
Deniz Erdogmus and
Christopher Amato and
Taskin Padir},
title = {End-to-end grasping policies for human-in-the-loop robots via deep
reinforcement learning\({}^{\mbox{*}}\)},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2021, Xi'an, China, May 30 - June 5, 2021},
pages = {2768--2774},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICRA48506.2021.9561937},
doi = {10.1109/ICRA48506.2021.9561937},
timestamp = {Fri, 22 Oct 2021 19:54:31 +0200},
biburl = {https://dblp.org/rec/conf/icra/SharifEAP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BaiseroA21,
author = {Andrea Baisero and
Christopher Amato},
editor = {Zhi{-}Hua Zhou},
title = {Reconciling Rewards with Predictive State Representations},
booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},
pages = {2170--2176},
publisher = {ijcai.org},
year = {2021},
url = {https://doi.org/10.24963/ijcai.2021/299},
doi = {10.24963/IJCAI.2021/299},
timestamp = {Wed, 25 Aug 2021 17:11:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BaiseroA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mrs/XiaoLA21,
author = {Yuchen Xiao and
Xueguang Lyu and
Christopher Amato},
title = {Local Advantage Actor-Critic for Robust Multi-Agent Deep Reinforcement
Learning},
booktitle = {International Symposium on Multi-Robot and Multi-Agent Systems, {MRS}
2021, Cambridge, United Kingdom, November 4-5, 2021},
pages = {155--163},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MRS50823.2021.9620607},
doi = {10.1109/MRS50823.2021.9620607},
timestamp = {Mon, 13 Dec 2021 16:21:40 +0100},
biburl = {https://dblp.org/rec/conf/mrs/XiaoLA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/JiangA21,
author = {Shuo Jiang and
Christopher Amato},
editor = {Chih{-}Cheng Hung and
Jiman Hong and
Alessio Bechini and
Eunjee Song},
title = {Multi-agent reinforcement learning with directed exploration and selective
memory reuse},
booktitle = {{SAC} '21: The 36th {ACM/SIGAPP} Symposium on Applied Computing, Virtual
Event, Republic of Korea, March 22-26, 2021},
pages = {777--784},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3412841.3441953},
doi = {10.1145/3412841.3441953},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/JiangA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-11196,
author = {Ingy Elsayed{-}Aly and
Suda Bharadwaj and
Christopher Amato and
R{\"{u}}diger Ehlers and
Ufuk Topcu and
Lu Feng},
title = {Safe Multi-Agent Reinforcement Learning via Shielding},
journal = {CoRR},
volume = {abs/2101.11196},
year = {2021},
url = {https://arxiv.org/abs/2101.11196},
eprinttype = {arXiv},
eprint = {2101.11196},
timestamp = {Sun, 31 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-11196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-04402,
author = {Xueguang Lyu and
Yuchen Xiao and
Brett Daley and
Christopher Amato},
title = {Contrasting Centralized and Decentralized Critics in Multi-Agent Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2102.04402},
year = {2021},
url = {https://arxiv.org/abs/2102.04402},
eprinttype = {arXiv},
eprint = {2102.04402},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-04402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11319,
author = {Brett Daley and
Cameron Hickert and
Christopher Amato},
title = {Stratified Experience Replay: Correcting Multiplicity Bias in Off-Policy
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2102.11319},
year = {2021},
url = {https://arxiv.org/abs/2102.11319},
eprinttype = {arXiv},
eprint = {2102.11319},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-11319.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-09520,
author = {Roi Yehoshua and
Juan Heredia Juesas and
Yushu Wu and
Christopher Amato and
Jose A. Martinez{-}Lorenzo},
title = {Decentralized Reinforcement Learning for Multi-Target Search and Detection
by a Team of Drones},
journal = {CoRR},
volume = {abs/2103.09520},
year = {2021},
url = {https://arxiv.org/abs/2103.09520},
eprinttype = {arXiv},
eprint = {2103.09520},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-09520.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-12842,
author = {Mohammadreza Sharif and
Deniz Erdogmus and
Christopher Amato and
Taskin Padir},
title = {End-to-end grasping policies for human-in-the-loop robots via deep
reinforcement learning},
journal = {CoRR},
volume = {abs/2104.12842},
year = {2021},
url = {https://arxiv.org/abs/2104.12842},
eprinttype = {arXiv},
eprint = {2104.12842},
timestamp = {Mon, 03 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-12842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11674,
author = {Andrea Baisero and
Christopher Amato},
title = {Unbiased Asymmetric Actor-Critic for Partially Observable Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2105.11674},
year = {2021},
url = {https://arxiv.org/abs/2105.11674},
eprinttype = {arXiv},
eprint = {2105.11674},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-11674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03665,
author = {Chengguang Xu and
Christopher Amato and
Lawson L. S. Wong},
title = {Hierarchical Robot Navigation in Novel Environments using Rough 2-D
Maps},
journal = {CoRR},
volume = {abs/2106.03665},
year = {2021},
url = {https://arxiv.org/abs/2106.03665},
eprinttype = {arXiv},
eprint = {2106.03665},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03665.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03926,
author = {Andrea Baisero and
Christopher Amato},
title = {Reconciling Rewards with Predictive State Representations},
journal = {CoRR},
volume = {abs/2106.03926},
year = {2021},
url = {https://arxiv.org/abs/2106.03926},
eprinttype = {arXiv},
eprint = {2106.03926},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05449,
author = {Brett Daley and
Christopher Amato},
title = {Investigating Alternatives to the Root Mean Square for Adaptive Gradient
Methods},
journal = {CoRR},
volume = {abs/2106.05449},
year = {2021},
url = {https://arxiv.org/abs/2106.05449},
eprinttype = {arXiv},
eprint = {2106.05449},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08642,
author = {Yuchen Xiao and
Xueguang Lyu and
Christopher Amato},
title = {Local Advantage Actor-Critic for Robust Multi-Agent Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2110.08642},
year = {2021},
url = {https://arxiv.org/abs/2110.08642},
eprinttype = {arXiv},
eprint = {2110.08642},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01264,
author = {Brett Daley and
Christopher Amato},
title = {Human-Level Control without Server-Grade Hardware},
journal = {CoRR},
volume = {abs/2111.01264},
year = {2021},
url = {https://arxiv.org/abs/2111.01264},
eprinttype = {arXiv},
eprint = {2111.01264},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-01264.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-03421,
author = {Brett Daley and
Christopher Amato},
title = {Virtual Replay Cache},
journal = {CoRR},
volume = {abs/2112.03421},
year = {2021},
url = {https://arxiv.org/abs/2112.03421},
eprinttype = {arXiv},
eprint = {2112.03421},
timestamp = {Mon, 13 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-03421.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-12281,
author = {Brett Daley and
Christopher Amato},
title = {Improving the Efficiency of Off-Policy Reinforcement Learning by Accounting
for Past Decisions},
journal = {CoRR},
volume = {abs/2112.12281},
year = {2021},
url = {https://arxiv.org/abs/2112.12281},
eprinttype = {arXiv},
eprint = {2112.12281},
timestamp = {Tue, 04 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-12281.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijrr/AtanasovA20,
author = {Nikolay Atanasov and
Chris Amato},
title = {Special Issue on the 2018 Robotics: Science and Systems Conference},
journal = {Int. J. Robotics Res.},
volume = {39},
number = {2-3},
year = {2020},
url = {https://doi.org/10.1177/0278364920902284},
doi = {10.1177/0278364920902284},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijrr/AtanasovA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XiaoHXA20,
author = {Yuchen Xiao and
Joshua Hoffman and
Tian Xia and
Christopher Amato},
title = {Multi-Agent/Robot Deep Reinforcement Learning with Macro-Actions (Student
Abstract)},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {13965--13966},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i10.7255},
doi = {10.1609/AAAI.V34I10.7255},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/XiaoHXA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/LyuA20,
author = {Xueguang Lyu and
Christopher Amato},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Likelihood Quantile Networks for Coordinating Multi-Agent Reinforcement
Learning},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {798--806},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398856},
doi = {10.5555/3398761.3398856},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/LyuA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/BaiseroA20,
author = {Andrea Baisero and
Christopher Amato},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Learning Complementary Representations of the Past using Auxiliary
Tasks in Partially Observable Reinforcement Learning},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {1762--1764},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398974},
doi = {10.5555/3398761.3398974},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/BaiseroA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biorob/SharifEAP20,
author = {Mohammadreza Sharif and
Deniz Erdogmus and
Christopher Amato and
Taskin Padir},
title = {Towards End-to-End Control of a Robot Prosthetic Hand via Reinforcement
Learning},
booktitle = {8th {IEEE} {RAS/EMBS} International Conference for Biomedical Robotics
and Biomechatronics, BioRob 2020, New York City, NY, USA, November
29 - December 1, 2020},
pages = {641--647},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BioRob49111.2020.9224380},
doi = {10.1109/BIOROB49111.2020.9224380},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/biorob/SharifEAP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/NguyenDSAP20,
author = {Hai Nguyen and
Brett Daley and
Xinchao Song and
Christopher Amato and
Robert Platt},
editor = {Jens Kober and
Fabio Ramos and
Claire J. Tomlin},
title = {Belief-Grounded Networks for Accelerated Robot Learning under Partial
Observability},
booktitle = {4th Conference on Robot Learning, CoRL 2020, 16-18 November 2020,
Virtual Event / Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {155},
pages = {1640--1653},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v155/nguyen21a.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/corl/NguyenDSAP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/XuAW20,
author = {Chengguang Xu and
Christopher Amato and
Lawson L. S. Wong},
editor = {Jens Kober and
Fabio Ramos and
Claire J. Tomlin},
title = {Hierarchical Robot Navigation in Novel Environments using Rough 2-D
Maps},
booktitle = {4th Conference on Robot Learning, CoRL 2020, 16-18 November 2020,
Virtual Event / Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {155},
pages = {1971--1991},
publisher = {{PMLR}},
year = {2020},
url = {https://proceedings.mlr.press/v155/xu21d.html},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/corl/XuAW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dai2/YehoshuaA20,
author = {Roi Yehoshua and
Christopher Amato},
editor = {Matthew E. Taylor and
Yang Yu and
Edith Elkind and
Yang Gao},
title = {Hybrid Independent Learning in Cooperative Markov Games},
booktitle = {Distributed Artificial Intelligence - Second International Conference,
{DAI} 2020, Nanjing, China, October 24-27, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12547},
pages = {69--84},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64096-5\_6},
doi = {10.1007/978-3-030-64096-5\_6},
timestamp = {Wed, 25 Nov 2020 16:49:11 +0100},
biburl = {https://dblp.org/rec/conf/dai2/YehoshuaA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/XiaoHXA20,
author = {Yuchen Xiao and
Joshua Hoffman and
Tian Xia and
Christopher Amato},
title = {Learning Multi-Robot Decentralized Macro-Action-Based Policies via
a Centralized Q-Net},
booktitle = {2020 {IEEE} International Conference on Robotics and Automation, {ICRA}
2020, Paris, France, May 31 - August 31, 2020},
pages = {10695--10701},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICRA40945.2020.9196684},
doi = {10.1109/ICRA40945.2020.9196684},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/XiaoHXA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/GucsiT0AT20,
author = {Balint Gucsi and
Danesh S. Tarapore and
William Yeoh and
Christopher Amato and
Long Tran{-}Thanh},
title = {To Ask or Not to Ask: {A} User Annoyance Aware Preference Elicitation
Framework for Social Robots},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
{IROS} 2020, Las Vegas, NV, USA, October 24, 2020 - January 24, 2021},
pages = {7935--7940},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IROS45743.2020.9341607},
doi = {10.1109/IROS45743.2020.9341607},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/GucsiT0AT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-08646,
author = {Yuchen Xiao and
Joshua Hoffman and
Christopher Amato},
title = {Macro-Action-Based Deep Multi-Agent Reinforcement Learning},
journal = {CoRR},
volume = {abs/2004.08646},
year = {2020},
url = {https://arxiv.org/abs/2004.08646},
eprinttype = {arXiv},
eprint = {2004.08646},
timestamp = {Wed, 22 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-08646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01356,
author = {Brett Daley and
Christopher Amato},
title = {Expectigrad: Fast Stochastic Optimization with Robust Convergence
Properties},
journal = {CoRR},
volume = {abs/2010.01356},
year = {2020},
url = {https://arxiv.org/abs/2010.01356},
eprinttype = {arXiv},
eprint = {2010.01356},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01356.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09170,
author = {Hai Nguyen and
Brett Daley and
Xinchao Song and
Christopher Amato and
Robert Platt},
title = {Belief-Grounded Networks for Accelerated Robot Learning under Partial
Observability},
journal = {CoRR},
volume = {abs/2010.09170},
year = {2020},
url = {https://arxiv.org/abs/2010.09170},
eprinttype = {arXiv},
eprint = {2010.09170},
timestamp = {Mon, 07 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aimatters/AmatoD19,
author = {Christopher Amato and
John P. Dickerson},
title = {{AAAI/ACM} {SIGAI} job fair 2019: a retrospective},
journal = {{AI} Matters},
volume = {5},
number = {1},
pages = {5--6},
year = {2019},
url = {https://doi.org/10.1145/3320254.3320257},
doi = {10.1145/3320254.3320257},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aimatters/AmatoD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/AmatoKKH19,
author = {Christopher Amato and
George Dimitri Konidaris and
Leslie Pack Kaelbling and
Jonathan P. How},
title = {Modeling and Planning with Macro-Actions in Decentralized POMDPs},
journal = {J. Artif. Intell. Res.},
volume = {64},
pages = {817--859},
year = {2019},
url = {https://doi.org/10.1613/jair.1.11418},
doi = {10.1613/JAIR.1.11418},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/AmatoKKH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/OmidshafieiKLTR19,
author = {Shayegan Omidshafiei and
Dong{-}Ki Kim and
Miao Liu and
Gerald Tesauro and
Matthew Riemer and
Christopher Amato and
Murray Campbell and
Jonathan P. How},
title = {Learning to Teach in Cooperative Multiagent Reinforcement Learning},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {6128--6136},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33016128},
doi = {10.1609/AAAI.V33I01.33016128},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/OmidshafieiKLTR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/KattOA19,
author = {Sammie Katt and
Frans A. Oliehoek and
Christopher Amato},
editor = {Edith Elkind and
Manuela Veloso and
Noa Agmon and
Matthew E. Taylor},
title = {Bayesian Reinforcement Learning in Factored POMDPs},
booktitle = {Proceedings of the 18th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} '19, Montreal, QC, Canada, May 13-17,
2019},
pages = {7--15},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2019},
url = {http://dl.acm.org/citation.cfm?id=3331668},
timestamp = {Wed, 29 May 2019 16:36:58 +0200},
biburl = {https://dblp.org/rec/conf/atal/KattOA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/KattOA19,
author = {Sammie Katt and
Frans A. Oliehoek and
Chris Amato},
editor = {Katrien Beuls and
Bart Bogaerts and
Gianluca Bontempi and
Pierre Geurts and
Nick Harley and
Bertrand Lebichot and
Tom Lenaerts and
Gilles Louppe and
Paul Van Eecke},
title = {Bayesian {RL} in Factored POMDPs},
booktitle = {Proceedings of the 31st Benelux Conference on Artificial Intelligence
{(BNAIC} 2019) and the 28th Belgian Dutch Conference on Machine Learning
(Benelearn 2019), Brussels, Belgium, November 6-8, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2491},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2491/abstract39.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:44 +0100},
biburl = {https://dblp.org/rec/conf/bnaic/KattOA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/XiaoHA19,
author = {Yuchen Xiao and
Joshua Hoffman and
Christopher Amato},
editor = {Leslie Pack Kaelbling and
Danica Kragic and
Komei Sugiura},
title = {Macro-Action-Based Deep Multi-Agent Reinforcement Learning},
booktitle = {3rd Annual Conference on Robot Learning, CoRL 2019, Osaka, Japan,
October 30 - November 1, 2019, Proceedings},
series = {Proceedings of Machine Learning Research},
volume = {100},
pages = {1146--1161},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v100/xiao20a.html},
timestamp = {Mon, 25 May 2020 12:12:52 +0200},
biburl = {https://dblp.org/rec/conf/corl/XiaoHA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/XiaoKPCA19,
author = {Yuchen Xiao and
Sammie Katt and
Andreas ten Pas and
Shengjian Chen and
Christopher Amato},
title = {Online Planning for Target Object Search in Clutter under Partial
Observability},
booktitle = {International Conference on Robotics and Automation, {ICRA} 2019,
Montreal, QC, Canada, May 20-24, 2019},
pages = {8241--8247},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICRA.2019.8793494},
doi = {10.1109/ICRA.2019.8793494},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/XiaoKPCA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DaleyA19,
author = {Brett Daley and
Christopher Amato},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Reconciling {\(\lambda\)}-Returns with Experience Replay},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {1131--1140},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/9f396fe44e7c05c16873b05ec425cbad-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DaleyA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-08776,
author = {Yuchen Xiao and
Joshua Hoffman and
Tian Xia and
Christopher Amato},
title = {Multi-Robot Deep Reinforcement Learning with Macro-Actions},
journal = {CoRR},
volume = {abs/1909.08776},
year = {2019},
url = {http://arxiv.org/abs/1909.08776},
eprinttype = {arXiv},
eprint = {1909.08776},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-08776.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-11173,
author = {Christopher Amato and
Andrea Baisero},
title = {Active Goal Recognition},
journal = {CoRR},
volume = {abs/1909.11173},
year = {2019},
url = {http://arxiv.org/abs/1909.11173},
eprinttype = {arXiv},
eprint = {1909.11173},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-11173.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/AmatoBCKKKLRO0T18,
author = {Christopher Amato and
Haitham Bou{-}Ammar and
Elizabeth F. Churchill and
Erez Karpas and
Takashi Kido and
Mike Kuniavsky and
William F. Lawless and
Francesca Rossi and
Frans A. Oliehoek and
Stephen Russell and
Keiki Takadama and
Siddharth Srivastava and
Karl Tuyls and
Philip van Allen and
Kristen Brent Venable and
Peter Vrancx and
Shiqi Zhang},
title = {Reports on the 2018 {AAAI} Spring Symposium Series},
journal = {{AI} Mag.},
volume = {39},
number = {4},
pages = {29--35},
year = {2018},
url = {https://doi.org/10.1609/aimag.v39i4.2824},
doi = {10.1609/AIMAG.V39I4.2824},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aim/AmatoBCKKKLRO0T18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/ChenANCSE18,
author = {Zhengxing Chen and
Christopher Amato and
Truong{-}Huy D. Nguyen and
Seth Cooper and
Yizhou Sun and
Magy Seif El{-}Nasr},
title = {Q-DeckRec: {A} Fast Deck Recommendation System for Collectible Card
Games},
booktitle = {2018 {IEEE} Conference on Computational Intelligence and Games, {CIG}
2018, Maastricht, The Netherlands, August 14-17, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CIG.2018.8490446},
doi = {10.1109/CIG.2018.8490446},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cig/ChenANCSE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/HoangXSAH18,
author = {Trong Nghia Hoang and
Yuchen Xiao and
Kavinayan Sivakumar and
Christopher Amato and
Jonathan P. How},
title = {Near-Optimal Adversarial Policy Switching for Decentralized Asynchronous
Multi-Agent Systems},
booktitle = {2018 {IEEE} International Conference on Robotics and Automation, {ICRA}
2018, Brisbane, Australia, May 21-25, 2018},
pages = {6373--6380},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICRA.2018.8460485},
doi = {10.1109/ICRA.2018.8460485},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/HoangXSAH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Amato18,
author = {Christopher Amato},
editor = {J{\'{e}}r{\^{o}}me Lang},
title = {Decision-Making Under Uncertainty in Multi-Agent and Multi-Robot Systems:
Planning and Learning},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
Sweden},
pages = {5662--5666},
publisher = {ijcai.org},
year = {2018},
url = {https://doi.org/10.24963/ijcai.2018/805},
doi = {10.24963/IJCAI.2018/805},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Amato18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ChenNXACSE18,
author = {Zhengxing Chen and
Truong{-}Huy D. Nguyen and
Yuyu Xu and
Christopher Amato and
Seth Cooper and
Yizhou Sun and
Magy Seif El{-}Nasr},
editor = {Sole Pera and
Michael D. Ekstrand and
Xavier Amatriain and
John O'Donovan},
title = {The art of drafting: a team-oriented hero recommendation system for
multiplayer online battle arena games},
booktitle = {Proceedings of the 12th {ACM} Conference on Recommender Systems, RecSys
2018, Vancouver, BC, Canada, October 2-7, 2018},
pages = {200--208},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3240323.3240345},
doi = {10.1145/3240323.3240345},
timestamp = {Wed, 21 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/ChenNXACSE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07830,
author = {Shayegan Omidshafiei and
Dong{-}Ki Kim and
Miao Liu and
Gerald Tesauro and
Matthew Riemer and
Christopher Amato and
Murray Campbell and
Jonathan P. How},
title = {Learning to Teach in Cooperative Multiagent Reinforcement Learning},
journal = {CoRR},
volume = {abs/1805.07830},
year = {2018},
url = {http://arxiv.org/abs/1805.07830},
eprinttype = {arXiv},
eprint = {1805.07830},
timestamp = {Mon, 05 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05631,
author = {Sammie Katt and
Frans A. Oliehoek and
Christopher Amato},
title = {Learning in POMDPs with Monte Carlo Tree Search},
journal = {CoRR},
volume = {abs/1806.05631},
year = {2018},
url = {http://arxiv.org/abs/1806.05631},
eprinttype = {arXiv},
eprint = {1806.05631},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05631.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-09771,
author = {Zhengxing Chen and
Chris Amato and
Truong{-}Huy D. Nguyen and
Seth Cooper and
Yizhou Sun and
Magy Seif El{-}Nasr},
title = {Q-DeckRec: {A} Fast Deck Recommendation System for Collectible Card
Games},
journal = {CoRR},
volume = {abs/1806.09771},
year = {2018},
url = {http://arxiv.org/abs/1806.09771},
eprinttype = {arXiv},
eprint = {1806.09771},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-09771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-10130,
author = {Zhengxing Chen and
Truong{-}Huy D. Nguyen and
Yuyu Xu and
Chris Amato and
Seth Cooper and
Yizhou Sun and
Magy Seif El{-}Nasr},
title = {The Art of Drafting: {A} Team-Oriented Hero Recommendation System
for Multiplayer Online Battle Arena Games},
journal = {CoRR},
volume = {abs/1806.10130},
year = {2018},
url = {http://arxiv.org/abs/1806.10130},
eprinttype = {arXiv},
eprint = {1806.10130},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-10130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-09967,
author = {Brett Daley and
Christopher Amato},
title = {Efficient Eligibility Traces for Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1810.09967},
year = {2018},
url = {http://arxiv.org/abs/1810.09967},
eprinttype = {arXiv},
eprint = {1810.09967},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-09967.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-05612,
author = {Sammie Katt and
Frans A. Oliehoek and
Christopher Amato},
title = {Bayesian Reinforcement Learning in Factored POMDPs},
journal = {CoRR},
volume = {abs/1811.05612},
year = {2018},
url = {http://arxiv.org/abs/1811.05612},
eprinttype = {arXiv},
eprint = {1811.05612},
timestamp = {Sat, 24 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-05612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-06319,
author = {Xueguang Lyu and
Christopher Amato},
title = {On Improving Decentralized Hysteretic Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1812.06319},
year = {2018},
url = {http://arxiv.org/abs/1812.06319},
eprinttype = {arXiv},
eprint = {1812.06319},
timestamp = {Fri, 05 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-06319.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijrr/OmidshafieiAALH17,
author = {Shayegan Omidshafiei and
Ali{-}Akbar Agha{-}Mohammadi and
Christopher Amato and
Shih{-}Yuan Liu and
Jonathan P. How and
John Vian},
title = {Decentralized control of multi-robot partially observable Markov decision
processes using belief space macro-actions},
journal = {Int. J. Robotics Res.},
volume = {36},
number = {2},
pages = {231--258},
year = {2017},
url = {https://doi.org/10.1177/0278364917692864},
doi = {10.1177/0278364917692864},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijrr/OmidshafieiAALH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KattOA17,
author = {Sammie Katt and
Frans A. Oliehoek and
Christopher Amato},
editor = {Doina Precup and
Yee Whye Teh},
title = {Learning in POMDPs with Monte Carlo Tree Search},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {1819--1827},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/katt17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/KattOA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/OmidshafieiPAHV17,
author = {Shayegan Omidshafiei and
Jason Pazis and
Christopher Amato and
Jonathan P. How and
John Vian},
editor = {Doina Precup and
Yee Whye Teh},
title = {Deep Decentralized Multi-task Multi-Agent Reinforcement Learning under
Partial Observability},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {2681--2690},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/omidshafiei17a.html},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/OmidshafieiPAHV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/OmidshafieiALEH17,
author = {Shayegan Omidshafiei and
Christopher Amato and
Miao Liu and
Michael Everett and
Jonathan P. How and
John Vian},
title = {Scalable accelerated decentralized multi-robot policy search in continuous
observation spaces},
booktitle = {2017 {IEEE} International Conference on Robotics and Automation, {ICRA}
2017, Singapore, Singapore, May 29 - June 3, 2017},
pages = {863--870},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICRA.2017.7989106},
doi = {10.1109/ICRA.2017.7989106},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/OmidshafieiALEH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/OmidshafieiLELA17,
author = {Shayegan Omidshafiei and
Shih{-}Yuan Liu and
Michael Everett and
Brett Thomas Lopez and
Christopher Amato and
Miao Liu and
Jonathan P. How and
John Vian},
title = {Semantic-level decentralized multi-robot decision-making using probabilistic
macro-observations},
booktitle = {2017 {IEEE} International Conference on Robotics and Automation, {ICRA}
2017, Singapore, Singapore, May 29 - June 3, 2017},
pages = {871--878},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICRA.2017.7989107},
doi = {10.1109/ICRA.2017.7989107},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/OmidshafieiLELA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Clark-TurnerA17,
author = {Madison Clark{-}Turner and
Christopher Amato},
editor = {Carles Sierra},
title = {{COG-DICE:} An Algorithm for Solving Continuous-Observation Dec-POMDPs},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {4573--4579},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/638},
doi = {10.24963/IJCAI.2017/638},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Clark-TurnerA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/LiuSOAH17,
author = {Miao Liu and
Kavinayan Sivakumar and
Shayegan Omidshafiei and
Christopher Amato and
Jonathan P. How},
title = {Learning for multi-robot cooperation in partially observable stochastic
environments with macro-actions},
booktitle = {2017 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2017, Vancouver, BC, Canada, September 24-28, 2017},
pages = {1853--1860},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IROS.2017.8206001},
doi = {10.1109/IROS.2017.8206001},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iros/LiuSOAH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OmidshafieiLELA17,
author = {Shayegan Omidshafiei and
Shih{-}Yuan Liu and
Michael Everett and
Brett Thomas Lopez and
Christopher Amato and
Miao Liu and
Jonathan P. How and
John Vian},
title = {Semantic-level Decentralized Multi-Robot Decision-Making using Probabilistic
Macro-Observations},
journal = {CoRR},
volume = {abs/1703.05623},
year = {2017},
url = {http://arxiv.org/abs/1703.05623},
eprinttype = {arXiv},
eprint = {1703.05623},
timestamp = {Tue, 06 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OmidshafieiLELA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OmidshafieiALEH17,
author = {Shayegan Omidshafiei and
Christopher Amato and
Miao Liu and
Michael Everett and
Jonathan P. How and
John Vian},
title = {Scalable Accelerated Decentralized Multi-Robot Policy Search in Continuous
Observation Spaces},
journal = {CoRR},
volume = {abs/1703.05626},
year = {2017},
url = {http://arxiv.org/abs/1703.05626},
eprinttype = {arXiv},
eprint = {1703.05626},
timestamp = {Mon, 05 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OmidshafieiALEH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OmidshafieiPAHV17,
author = {Shayegan Omidshafiei and
Jason Pazis and
Christopher Amato and
Jonathan P. How and
John Vian},
title = {Deep Decentralized Multi-task Multi-Agent Reinforcement Learning under
Partial Observability},
journal = {CoRR},
volume = {abs/1703.06182},
year = {2017},
url = {http://arxiv.org/abs/1703.06182},
eprinttype = {arXiv},
eprint = {1703.06182},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OmidshafieiPAHV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuSOAH17,
author = {Miao Liu and
Kavinayan Sivakumar and
Shayegan Omidshafiei and
Christopher Amato and
Jonathan P. How},
title = {Learning for Multi-robot Cooperation in Partially Observable Stochastic
Environments with Macro-actions},
journal = {CoRR},
volume = {abs/1707.07399},
year = {2017},
url = {http://arxiv.org/abs/1707.07399},
eprinttype = {arXiv},
eprint = {1707.07399},
timestamp = {Mon, 05 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuSOAH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-06525,
author = {Trong Nghia Hoang and
Yuchen Xiao and
Kavinayan Sivakumar and
Christopher Amato and
Jonathan P. How},
title = {Near-Optimal Adversarial Policy Switching for Decentralized Asynchronous
Multi-Agent Systems},
journal = {CoRR},
volume = {abs/1710.06525},
year = {2017},
url = {http://arxiv.org/abs/1710.06525},
eprinttype = {arXiv},
eprint = {1710.06525},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-06525.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sbis/OliehoekA16,
author = {Frans A. Oliehoek and
Christopher Amato},
title = {A Concise Introduction to Decentralized POMDPs},
series = {Springer Briefs in Intelligent Systems},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-28929-8},
doi = {10.1007/978-3-319-28929-8},
isbn = {978-3-319-28927-4},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/series/sbis/OliehoekA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/AmatoABGIKKLLMM16,
author = {Christopher Amato and
Ofra Amir and
Joanna Bryson and
Barbara J. Grosz and
Bipin Indurkhya and
Emre Kiciman and
Takashi Kido and
William F. Lawless and
Miao Liu and
Braden McDorman and
Ross Mead and
Frans A. Oliehoek and
Andrew Specian and
Georgi Stojanov and
Keiki Takadama},
title = {Reports of the {AAAI} 2016 Spring Symposium Series},
journal = {{AI} Mag.},
volume = {37},
number = {4},
pages = {83--88},
year = {2016},
url = {https://doi.org/10.1609/aimag.v37i4.2691},
doi = {10.1609/AIMAG.V37I4.2691},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/AmatoABGIKKLLMM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijrr/AmatoKACHK16,
author = {Christopher Amato and
George Dimitri Konidaris and
Ariel Anders and
Gabriel Cruz and
Jonathan P. How and
Leslie Pack Kaelbling},
title = {Policy search for multi-robot coordination under uncertainty},
journal = {Int. J. Robotics Res.},
volume = {35},
number = {14},
pages = {1760--1778},
year = {2016},
url = {https://doi.org/10.1177/0278364916679611},
doi = {10.1177/0278364916679611},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijrr/AmatoKACHK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/DibangoyeABC16,
author = {Jilles Steeve Dibangoye and
Christopher Amato and
Olivier Buffet and
Fran{\c{c}}ois Charpillet},
title = {Optimally Solving Dec-POMDPs as Continuous-State MDPs},
journal = {J. Artif. Intell. Res.},
volume = {55},
pages = {443--497},
year = {2016},
url = {https://doi.org/10.1613/jair.4623},
doi = {10.1613/JAIR.4623},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/DibangoyeABC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuAAGH16,
author = {Miao Liu and
Christopher Amato and
Emily P. Anesta and
John Daniel Griffith and
Jonathan P. How},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Learning for Decentralized Control of Multiagent Systems in Large,
Partially-Observable Stochastic Environments},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {2523--2529},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10135},
doi = {10.1609/AAAI.V30I1.10135},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuAAGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/OmidshafieiAALH16,
author = {Shayegan Omidshafiei and
Ali{-}akbar Agha{-}mohammadi and
Christopher Amato and
Shih{-}Yuan Liu and
Jonathan P. How and
John Vian},
editor = {Danica Kragic and
Antonio Bicchi and
Alessandro De Luca},
title = {Graph-based Cross Entropy method for solving multi-robot decentralized
POMDPs},
booktitle = {2016 {IEEE} International Conference on Robotics and Automation, {ICRA}
2016, Stockholm, Sweden, May 16-21, 2016},
pages = {5395--5402},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICRA.2016.7487751},
doi = {10.1109/ICRA.2016.7487751},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/OmidshafieiAALH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AmatoO15,
author = {Christopher Amato and
Frans A. Oliehoek},
editor = {Blai Bonet and
Sven Koenig},
title = {Scalable Planning and Learning for Multiagent POMDPs},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {1995--2002},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9439},
doi = {10.1609/AAAI.V29I1.9439},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AmatoO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaifs/AmatoKOAHK15,
author = {Christopher Amato and
George Dimitri Konidaris and
Shayegan Omidshafiei and
Ali{-}akbar Agha{-}mohammadi and
Jonathan P. How and
Leslie Pack Kaelbling},
title = {Probabilistic Planning for Decentralized Multi-Robot Systems},
booktitle = {2015 {AAAI} Fall Symposia, Arlington, Virginia, USA, November 12-14,
2015},
pages = {10--12},
publisher = {{AAAI} Press},
year = {2015},
url = {http://www.aaai.org/ocs/index.php/FSS/FSS15/paper/view/11655},
timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaaifs/AmatoKOAHK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/AmatoKCMHK15,
author = {Christopher Amato and
George Dimitri Konidaris and
Gabriel Cruz and
Christopher A. Maynor and
Jonathan P. How and
Leslie Pack Kaelbling},
title = {Planning for decentralized control of multiple robots under uncertainty},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2015, Seattle, WA, USA, 26-30 May, 2015},
pages = {1241--1248},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICRA.2015.7139350},
doi = {10.1109/ICRA.2015.7139350},
timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icra/AmatoKCMHK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/OmidshafieiAAH15,
author = {Shayegan Omidshafiei and
Ali{-}akbar Agha{-}mohammadi and
Christopher Amato and
Jonathan P. How},
title = {Decentralized control of Partially Observable Markov Decision Processes
using belief space macro-actions},
booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA}
2015, Seattle, WA, USA, 26-30 May, 2015},
pages = {5962--5969},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICRA.2015.7140035},
doi = {10.1109/ICRA.2015.7140035},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/OmidshafieiAAH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuALCH15,
author = {Miao Liu and
Christopher Amato and
Xuejun Liao and
Lawrence Carin and
Jonathan P. How},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Stick-Breaking Policy Learning in Dec-POMDPs},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {2011--2018},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/285},
timestamp = {Tue, 20 Aug 2019 16:16:43 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuALCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DibangoyeABC15,
author = {Jilles Steeve Dibangoye and
Christopher Amato and
Olivier Buffet and
Fran{\c{c}}ois Charpillet},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Exploiting Separability in Multiagent Planning with Continuous-State
MDPs (Extended Abstract)},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {4254--4260},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/605},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DibangoyeABC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rss/AmatoKACHK15,
author = {Christopher Amato and
George Dimitri Konidaris and
Ariel Anders and
Gabriel Cruz and
Jonathan P. How and
Leslie Pack Kaelbling},
editor = {Lydia E. Kavraki and
David Hsu and
Jonas Buchli},
title = {Policy Search for Multi-Robot Coordination under Uncertainty},
booktitle = {Robotics: Science and Systems XI, Sapienza University of Rome, Rome,
Italy, July 13-17, 2015},
year = {2015},
url = {http://www.roboticsproceedings.org/rss11/p07.html},
doi = {10.15607/RSS.2015.XI.007},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rss/AmatoKACHK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OmidshafieiAAH15,
author = {Shayegan Omidshafiei and
Ali{-}akbar Agha{-}mohammadi and
Christopher Amato and
Jonathan P. How},
title = {Decentralized Control of Partially Observable Markov Decision Processes
using Belief Space Macro-actions},
journal = {CoRR},
volume = {abs/1502.06030},
year = {2015},
url = {http://arxiv.org/abs/1502.06030},
eprinttype = {arXiv},
eprint = {1502.06030},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OmidshafieiAAH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuALCH15,
author = {Miao Liu and
Christopher Amato and
Xuejun Liao and
Lawrence Carin and
Jonathan P. How},
title = {Stick-Breaking Policy Learning in Dec-POMDPs},
journal = {CoRR},
volume = {abs/1505.00274},
year = {2015},
url = {http://arxiv.org/abs/1505.00274},
eprinttype = {arXiv},
eprint = {1505.00274},
timestamp = {Fri, 02 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuALCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/AmatoKK14,
author = {Christopher Amato and
George Dimitri Konidaris and
Leslie Pack Kaelbling},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Planning with macro-actions in decentralized POMDPs},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {1273--1280},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2617451},
timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/AmatoKK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/DibangoyeABC14,
author = {Jilles Steeve Dibangoye and
Christopher Amato and
Olivier Buffet and
Fran{\c{c}}ois Charpillet},
editor = {Ana L. C. Bazzan and
Michael N. Huhns and
Alessio Lomuscio and
Paul Scerri},
title = {Exploiting separability in multiagent planning with continuous-state
MDPs},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '14, Paris, France, May 5-9, 2014},
pages = {1281--1288},
publisher = {{IFAAMAS/ACM}},
year = {2014},
url = {http://dl.acm.org/citation.cfm?id=2617452},
timestamp = {Thu, 25 Sep 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/DibangoyeABC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BernsteinAHZ14,
author = {Daniel S. Bernstein and
Christopher Amato and
Eric A. Hansen and
Shlomo Zilberstein},
title = {Policy Iteration for Decentralized Control of Markov Decision Processes},
journal = {CoRR},
volume = {abs/1401.3460},
year = {2014},
url = {http://arxiv.org/abs/1401.3460},
eprinttype = {arXiv},
eprint = {1401.3460},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BernsteinAHZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/OliehoekSAW14,
author = {Frans Adriaan Oliehoek and
Matthijs T. J. Spaan and
Christopher Amato and
Shimon Whiteson},
title = {Incremental Clustering and Expansion for Faster Optimal Planning in
Dec-POMDPs},
journal = {CoRR},
volume = {abs/1402.0566},
year = {2014},
url = {http://arxiv.org/abs/1402.0566},
eprinttype = {arXiv},
eprint = {1402.0566},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OliehoekSAW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AmatoKCMHK14,
author = {Christopher Amato and
George Dimitri Konidaris and
Gabriel Cruz and
Christopher A. Maynor and
Jonathan P. How and
Leslie Pack Kaelbling},
title = {Planning for Decentralized Control of Multiple Robots Under Uncertainty},
journal = {CoRR},
volume = {abs/1402.2871},
year = {2014},
url = {http://arxiv.org/abs/1402.2871},
eprinttype = {arXiv},
eprint = {1402.2871},
timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/AmatoKCMHK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AmatoO14,
author = {Christopher Amato and
Frans A. Oliehoek},
title = {Scalable Planning and Learning for Multiagent POMDPs},
journal = {CoRR},
volume = {abs/1404.1140},
year = {2014},
url = {http://arxiv.org/abs/1404.1140},
eprinttype = {arXiv},
eprint = {1404.1140},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AmatoO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/OliehoekSAW13,
author = {Frans A. Oliehoek and
Matthijs T. J. Spaan and
Christopher Amato and
Shimon Whiteson},
title = {Incremental Clustering and Expansion for Faster Optimal Planning in
Dec-POMDPs},
journal = {J. Artif. Intell. Res.},
volume = {46},
pages = {449--509},
year = {2013},
url = {https://doi.org/10.1613/jair.3804},
doi = {10.1613/JAIR.3804},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/OliehoekSAW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/DibangoyeADC13,
author = {Jilles Steeve Dibangoye and
Christopher Amato and
Arnaud Doniec and
Fran{\c{c}}ois Charpillet},
editor = {Maria L. Gini and
Onn Shehory and
Takayuki Ito and
Catholijn M. Jonker},
title = {Producing efficient error-bounded solutions for transition independent
decentralized mdps},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '13, Saint Paul, MN, USA, May 6-10, 2013},
pages = {539--546},
publisher = {{IFAAMAS}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2485006},
timestamp = {Thu, 09 Sep 2021 16:09:54 +0200},
biburl = {https://dblp.org/rec/conf/atal/DibangoyeADC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/AmatoCGUK13,
author = {Christopher Amato and
Girish Chowdhary and
Alborz Geramifard and
N. Kemal Ure and
Mykel J. Kochenderfer},
title = {Decentralized control of partially observable Markov decision processes},
booktitle = {Proceedings of the 52nd {IEEE} Conference on Decision and Control,
{CDC} 2013, Florence, Italy, December 10-13, 2013},
pages = {2398--2405},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CDC.2013.6760239},
doi = {10.1109/CDC.2013.6760239},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/AmatoCGUK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DibangoyeABC13,
author = {Jilles Steeve Dibangoye and
Christopher Amato and
Olivier Buffet and
Fran{\c{c}}ois Charpillet},
editor = {Francesca Rossi},
title = {Optimally Solving Dec-POMDPs as Continuous-State MDPs},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {90--96},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6958},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/DibangoyeABC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iaai/KapoorASS12,
author = {Komal Kapoor and
Christopher Amato and
Nisheeth Srivastava and
Paul R. Schrater},
editor = {Markus P. J. Fromherz and
Hector Mu{\~{n}}oz{-}Avila},
title = {Using POMDPs to Control an Accuracy-Processing Time Trade-Off in Video
Surveillance},
booktitle = {Proceedings of the Twenty-Fourth Conference on Innovative Applications
of Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada},
pages = {2293--2298},
publisher = {{AAAI}},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i2.18972},
doi = {10.1609/AAAI.V26I2.18972},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iaai/KapoorASS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/DibangoyeAD12,
author = {Jilles Steeve Dibangoye and
Christopher Amato and
Arnaud Doniec},
editor = {Nando de Freitas and
Kevin P. Murphy},
title = {Scaling Up Decentralized MDPs Through Heuristic Search},
booktitle = {Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial
Intelligence, Catalina Island, CA, USA, August 14-18, 2012},
pages = {217--226},
publisher = {{AUAI} Press},
year = {2012},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2284\&\#38;proceeding\_id=28},
timestamp = {Mon, 23 Nov 2020 08:36:48 +0100},
biburl = {https://dblp.org/rec/conf/uai/DibangoyeAD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-5258,
author = {Christopher Amato and
Daniel S. Bernstein and
Shlomo Zilberstein},
title = {Optimizing Memory-Bounded Controllers for Decentralized POMDPs},
journal = {CoRR},
volume = {abs/1206.5258},
year = {2012},
url = {http://arxiv.org/abs/1206.5258},
eprinttype = {arXiv},
eprint = {1206.5258},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-5258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4865,
author = {Jilles Steeve Dibangoye and
Christopher Amato and
Arnaud Doniec},
title = {Scaling Up Decentralized MDPs Through Heuristic Search},
journal = {CoRR},
volume = {abs/1210.4865},
year = {2012},
url = {http://arxiv.org/abs/1210.4865},
eprinttype = {arXiv},
eprint = {1210.4865},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/Amato11,
author = {Christopher Amato},
title = {Decentralized Models for Use in a Real-World Personal Assistant Agent
Scenario},
booktitle = {Help Me Help You: Bridging the Gaps in Human-Agent Collaboration,
Papers from the 2011 {AAAI} Spring Symposium, Technical Report SS-11-05,
Stanford, California, USA, March 21-23, 2011},
publisher = {{AAAI}},
year = {2011},
url = {http://www.aaai.org/ocs/index.php/SSS/SSS11/paper/view/2453},
timestamp = {Tue, 14 Feb 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/Amato11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/VarakanthamSCA11,
author = {Pradeep Varakantham and
Nathan Schurr and
Alan Carlin and
Christopher Amato},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {Adaptive decision support for structured organizations: a case for
OrgPOMDPs},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {1149--1150},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2034461\&\#38;CFID=69154334\&\#38;CFTOKEN=45298625},
timestamp = {Fri, 18 Nov 2011 09:09:28 +0100},
biburl = {https://dblp.org/rec/conf/atal/VarakanthamSCA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/VarakanthamSCA11,
author = {Pradeep Varakantham and
Nathan Schurr and
Alan Carlin and
Christopher Amato},
editor = {Olivier Boissier and
Jeffrey Bradshaw and
Longbing Cao and
Klaus Fischer and
Mohand{-}Said Hacid},
title = {Decision Support in Organizations: {A} Case for OrgPOMDPs},
booktitle = {Proceedings of the 2011 {IEEE/WIC/ACM} International Conference on
Intelligent Agent Technology, {IAT} 2011, Campus Scientifique de la
Doua, Lyon, France, August 22-27, 2011},
pages = {163--170},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/WI-IAT.2011.144},
doi = {10.1109/WI-IAT.2011.144},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/VarakanthamSCA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SpaanOA11,
author = {Matthijs T. J. Spaan and
Frans A. Oliehoek and
Christopher Amato},
editor = {Toby Walsh},
title = {Scaling Up Optimal Heuristic Search in Dec-POMDPs via Incremental
Expansion},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {2027--2032},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-338},
doi = {10.5591/978-1-57735-516-8/IJCAI11-338},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SpaanOA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/AmatoBZ10,
author = {Christopher Amato and
Daniel S. Bernstein and
Shlomo Zilberstein},
title = {Optimizing fixed-size stochastic controllers for POMDPs and decentralized
POMDPs},
journal = {Auton. Agents Multi Agent Syst.},
volume = {21},
number = {3},
pages = {293--320},
year = {2010},
url = {https://doi.org/10.1007/s10458-009-9103-z},
doi = {10.1007/S10458-009-9103-Z},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aamas/AmatoBZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AmatoBZ10,
author = {Christopher Amato and
Blai Bonet and
Shlomo Zilberstein},
editor = {Maria Fox and
David Poole},
title = {Finite-State Controllers Based on Mealy Machines for Centralized and
Decentralized POMDPs},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {1052--1058},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7748},
doi = {10.1609/AAAI.V24I1.7748},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AmatoBZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/AmatoS10,
author = {Christopher Amato and
Guy Shani},
editor = {Wiebe van der Hoek and
Gal A. Kaminka and
Yves Lesp{\'{e}}rance and
Michael Luck and
Sandip Sen},
title = {High-level reinforcement learning in strategy games},
booktitle = {9th International Conference on Autonomous Agents and Multiagent Systems
{(AAMAS} 2010), Toronto, Canada, May 10-14, 2010, Volume 1-3},
pages = {75--82},
publisher = {{IFAAMAS}},
year = {2010},
url = {https://dl.acm.org/citation.cfm?id=1838217},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/AmatoS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/OliehoekSDA10,
author = {Frans A. Oliehoek and
Matthijs T. J. Spaan and
Jilles Steeve Dibangoye and
Christopher Amato},
editor = {Wiebe van der Hoek and
Gal A. Kaminka and
Yves Lesp{\'{e}}rance and
Michael Luck and
Sandip Sen},
title = {Heuristic search for identical payoff Bayesian games},
booktitle = {9th International Conference on Autonomous Agents and Multiagent Systems
{(AAMAS} 2010), Toronto, Canada, May 10-14, 2010, Volume 1-3},
pages = {1115--1122},
publisher = {{IFAAMAS}},
year = {2010},
url = {https://dl.acm.org/citation.cfm?id=1838357},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/OliehoekSDA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/BernsteinAHZ09,
author = {Daniel S. Bernstein and
Christopher Amato and
Eric A. Hansen and
Shlomo Zilberstein},
title = {Policy Iteration for Decentralized Control of Markov Decision Processes},
journal = {J. Artif. Intell. Res.},
volume = {34},
pages = {89--132},
year = {2009},
url = {https://doi.org/10.1613/jair.2667},
doi = {10.1613/JAIR.2667},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/BernsteinAHZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/AmatoDZ09,
author = {Christopher Amato and
Jilles Steeve Dibangoye and
Shlomo Zilberstein},
editor = {Alfonso Gerevini and
Adele E. Howe and
Amedeo Cesta and
Ioannis Refanidis},
title = {Incremental Policy Generation for Finite-Horizon DEC-POMDPs},
booktitle = {Proceedings of the 19th International Conference on Automated Planning
and Scheduling, {ICAPS} 2009, Thessaloniki, Greece, September 19-23,
2009},
publisher = {{AAAI}},
year = {2009},
url = {http://aaai.org/ocs/index.php/ICAPS/ICAPS09/paper/view/711},
timestamp = {Thu, 13 Dec 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aips/AmatoDZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/AmatoZ09,
author = {Christopher Amato and
Shlomo Zilberstein},
editor = {Carles Sierra and
Cristiano Castelfranchi and
Keith S. Decker and
Jaime Sim{\~{a}}o Sichman},
title = {Achieving goals in decentralized POMDPs},
booktitle = {8th International Joint Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2009), Budapest, Hungary, May 10-15, 2009, Volume
1},
pages = {593--600},
publisher = {{IFAAMAS}},
year = {2009},
url = {https://dl.acm.org/citation.cfm?id=1558095},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/atal/AmatoZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AmatoBZ07,
author = {Christopher Amato and
Daniel S. Bernstein and
Shlomo Zilberstein},
editor = {Manuela M. Veloso},
title = {Solving POMDPs Using Quadratically Constrained Linear Programs},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {2418--2424},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/389.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/AmatoBZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/AmatoBZ07,
author = {Christopher Amato and
Daniel S. Bernstein and
Shlomo Zilberstein},
editor = {Ronald Parr and
Linda C. van der Gaag},
title = {Optimizing Memory-Bounded Controllers for Decentralized POMDPs},
booktitle = {{UAI} 2007, Proceedings of the Twenty-Third Conference on Uncertainty
in Artificial Intelligence, Vancouver, BC, Canada, July 19-22, 2007},
pages = {1--8},
publisher = {{AUAI} Press},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/3020488.3020489},
doi = {10.5555/3020488.3020489},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/AmatoBZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/AmatoBZ06,
author = {Christopher Amato and
Daniel S. Bernstein and
Shlomo Zilberstein},
editor = {Hideyuki Nakashima and
Michael P. Wellman and
Gerhard Weiss and
Peter Stone},
title = {Solving POMDPs using quadratically constrained linear programs},
booktitle = {5th International Joint Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2006), Hakodate, Japan, May 8-12, 2006},
pages = {341--343},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1160633.1160694},
doi = {10.1145/1160633.1160694},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/AmatoBZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isaim/AmatoBZ06,
author = {Christopher Amato and
Daniel S. Bernstein and
Shlomo Zilberstein},
title = {Finding Optimal {POMDP} Controllers Using Quadratically Constrained
Linear Programs},
booktitle = {International Symposium on Artificial Intelligence and Mathematics,
AI{\&}Math 2006, Fort Lauderdale, Florida, USA, January 4-6, 2006},
year = {2006},
url = {http://anytime.cs.umass.edu/aimath06/proceedings/P56.pdf},
timestamp = {Tue, 08 Feb 2022 09:27:30 +0100},
biburl = {https://dblp.org/rec/conf/isaim/AmatoBZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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