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ORCIDBibTeX records: Shayegan Omidshafiei
@article{DBLP:journals/csysl/DongOE24,
author = {Zihao Dong and
Shayegan Omidshafiei and
Michael Everett},
title = {Collision Avoidance Verification of Multiagent Systems With Learned
Policies},
journal = {{IEEE} Control. Syst. Lett.},
volume = {8},
pages = {652--657},
year = {2024},
url = {https://doi.org/10.1109/LCSYS.2024.3400190},
doi = {10.1109/LCSYS.2024.3400190},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csysl/DongOE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuCKRSSDTOCCJH24,
author = {Yusong Wu and
Tim Cooijmans and
Kyle Kastner and
Adam Roberts and
Ian Simon and
Alexander Scarlatos and
Chris Donahue and
Cassie Tarakajian and
Shayegan Omidshafiei and
Aaron C. Courville and
Pablo Samuel Castro and
Natasha Jaques and
Cheng{-}Zhi Anna Huang},
title = {Adaptive Accompaniment with ReaLchords},
booktitle = {Forty-first International Conference on Machine Learning, {ICML} 2024,
Vienna, Austria, July 21-27, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=mUVydzrkgz},
timestamp = {Mon, 02 Sep 2024 16:45:29 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuCKRSSDTOCCJH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03314,
author = {Zihao Dong and
Shayegan Omidshafiei and
Michael Everett},
title = {Collision Avoidance Verification of Multiagent Systems with Learned
Policies},
journal = {CoRR},
volume = {abs/2403.03314},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03314},
doi = {10.48550/ARXIV.2403.03314},
eprinttype = {arXiv},
eprint = {2403.03314},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-16807,
author = {Katherine M. Collins and
Najoung Kim and
Yonatan Bitton and
Verena Rieser and
Shayegan Omidshafiei and
Yushi Hu and
Sherol Chen and
Senjuti Dutta and
Minsuk Chang and
Kimin Lee and
Youwei Liang and
Georgina Evans and
Sahil Singla and
Gang Li and
Adrian Weller and
Junfeng He and
Deepak Ramachandran and
Krishnamurthy Dj Dvijotham},
title = {Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback
for Text-to-Image Generation},
journal = {CoRR},
volume = {abs/2406.16807},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.16807},
doi = {10.48550/ARXIV.2406.16807},
eprinttype = {arXiv},
eprint = {2406.16807},
timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-16807.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csysl/EverettBO23,
author = {Michael Everett and
Rudy Bunel and
Shayegan Omidshafiei},
title = {{DRIP:} Domain Refinement Iteration With Polytopes for Backward Reachability
Analysis of Neural Feedback Loops},
journal = {{IEEE} Control. Syst. Lett.},
volume = {7},
pages = {1622--1627},
year = {2023},
url = {https://doi.org/10.1109/LCSYS.2023.3260731},
doi = {10.1109/LCSYS.2023.3260731},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csysl/EverettBO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04623,
author = {Atsushi Ueshima and
Shayegan Omidshafiei and
Hirokazu Shirado},
title = {Deconstructing Cooperation and Ostracism via Multi-Agent Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2310.04623},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04623},
doi = {10.48550/ARXIV.2310.04623},
eprinttype = {arXiv},
eprint = {2310.04623},
timestamp = {Fri, 20 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/PiliourasROEHCT22,
author = {Georgios Piliouras and
Mark Rowland and
Shayegan Omidshafiei and
Romuald Elie and
Daniel Hennes and
Jerome T. Connor and
Karl Tuyls},
title = {Evolutionary Dynamics and Phi-Regret Minimization in Games},
journal = {J. Artif. Intell. Res.},
volume = {74},
pages = {1125--1158},
year = {2022},
url = {https://doi.org/10.1613/jair.1.13187},
doi = {10.1613/JAIR.1.13187},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/PiliourasROEHCT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scirobotics/LiuLWMEHCTOASHM22,
author = {Siqi Liu and
Guy Lever and
Zhe Wang and
Josh Merel and
S. M. Ali Eslami and
Daniel Hennes and
Wojciech M. Czarnecki and
Yuval Tassa and
Shayegan Omidshafiei and
Abbas Abdolmaleki and
Noah Y. Siegel and
Leonard Hasenclever and
Luke Marris and
Saran Tunyasuvunakool and
H. Francis Song and
Markus Wulfmeier and
Paul Muller and
Tuomas Haarnoja and
Brendan D. Tracey and
Karl Tuyls and
Thore Graepel and
Nicolas Heess},
title = {From motor control to team play in simulated humanoid football},
journal = {Sci. Robotics},
volume = {7},
number = {69},
year = {2022},
url = {https://doi.org/10.1126/scirobotics.abo0235},
doi = {10.1126/SCIROBOTICS.ABO0235},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scirobotics/LiuLWMEHCTOASHM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OmidshafieiKADK22,
author = {Shayegan Omidshafiei and
Andrei Kapishnikov and
Yannick Assogba and
Lucas Dixon and
Been Kim},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Beyond Rewards: a Hierarchical Perspective on Offline Multiagent Behavioral
Analysis},
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/1663fba7b56da1e96bed6e30546a07b0-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/OmidshafieiKADK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09046,
author = {Shayegan Omidshafiei and
Andrei Kapishnikov and
Yannick Assogba and
Lucas Dixon and
Been Kim},
title = {Beyond Rewards: a Hierarchical Perspective on Offline Multiagent Behavioral
Analysis},
journal = {CoRR},
volume = {abs/2206.09046},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09046},
doi = {10.48550/ARXIV.2206.09046},
eprinttype = {arXiv},
eprint = {2206.09046},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-15378,
author = {Julien P{\'{e}}rolat and
Bart De Vylder and
Daniel Hennes and
Eugene Tarassov and
Florian Strub and
Vincent de Boer and
Paul Muller and
Jerome T. Connor and
Neil Burch and
Thomas W. Anthony and
Stephen McAleer and
Romuald Elie and
Sarah H. Cen and
Zhe Wang and
Audrunas Gruslys and
Aleksandra Malysheva and
Mina Khan and
Sherjil Ozair and
Finbarr Timbers and
Toby Pohlen and
Tom Eccles and
Mark Rowland and
Marc Lanctot and
Jean{-}Baptiste Lespiau and
Bilal Piot and
Shayegan Omidshafiei and
Edward Lockhart and
Laurent Sifre and
Nathalie Beauguerlange and
R{\'{e}}mi Munos and
David Silver and
Satinder Singh and
Demis Hassabis and
Karl Tuyls},
title = {Mastering the Game of Stratego with Model-Free Multiagent Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2206.15378},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.15378},
doi = {10.48550/ARXIV.2206.15378},
eprinttype = {arXiv},
eprint = {2206.15378},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-15378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02205,
author = {Luke Marris and
Marc Lanctot and
Ian Gemp and
Shayegan Omidshafiei and
Stephen McAleer and
Jerome T. Connor and
Karl Tuyls and
Thore Graepel},
title = {Game Theoretic Rating in N-player general-sum games with Equilibria},
journal = {CoRR},
volume = {abs/2210.02205},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02205},
doi = {10.48550/ARXIV.2210.02205},
eprinttype = {arXiv},
eprint = {2210.02205},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02205.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-16385,
author = {Srivatsan Krishnan and
Natasha Jaques and
Shayegan Omidshafiei and
Dan Zhang and
Izzeddin Gur and
Vijay Janapa Reddi and
Aleksandra Faust},
title = {Multi-Agent Reinforcement Learning for Microprocessor Design Space
Exploration},
journal = {CoRR},
volume = {abs/2211.16385},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.16385},
doi = {10.48550/ARXIV.2211.16385},
eprinttype = {arXiv},
eprint = {2211.16385},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-16385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-04646,
author = {Michael Everett and
Rudy Bunel and
Shayegan Omidshafiei},
title = {{DRIP:} Domain Refinement Iteration with Polytopes for Backward Reachability
Analysis of Neural Feedback Loops},
journal = {CoRR},
volume = {abs/2212.04646},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.04646},
doi = {10.48550/ARXIV.2212.04646},
eprinttype = {arXiv},
eprint = {2212.04646},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-04646.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/TuylsOMWCHGSWSL21,
author = {Karl Tuyls and
Shayegan Omidshafiei and
Paul Muller and
Zhe Wang and
Jerome T. Connor and
Daniel Hennes and
Ian Graham and
William Spearman and
Tim Waskett and
Dafydd Steele and
Pauline Luc and
Adri{\`{a}} Recasens and
Alexandre Galashov and
Gregory Thornton and
Romuald Elie and
Pablo Sprechmann and
Pol Moreno and
Kris Cao and
Marta Garnelo and
Praneet Dutta and
Michal Valko and
Nicolas Heess and
Alex Bridgland and
Julien P{\'{e}}rolat and
Bart De Vylder and
S. M. Ali Eslami and
Mark Rowland and
Andrew Jaegle and
R{\'{e}}mi Munos and
Trevor Back and
Razia Ahamed and
Simon Bouton and
Nathalie Beauguerlange and
Jackson Broshear and
Thore Graepel and
Demis Hassabis},
title = {Game Plan: What {AI} can do for Football, and What Football can do
for {AI}},
journal = {J. Artif. Intell. Res.},
volume = {71},
pages = {41--88},
year = {2021},
url = {https://doi.org/10.1613/jair.1.12505},
doi = {10.1613/JAIR.1.12505},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/TuylsOMWCHGSWSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PerolatMLOROBAB21,
author = {Julien P{\'{e}}rolat and
R{\'{e}}mi Munos and
Jean{-}Baptiste Lespiau and
Shayegan Omidshafiei and
Mark Rowland and
Pedro A. Ortega and
Neil Burch and
Thomas W. Anthony and
David Balduzzi and
Bart De Vylder and
Georgios Piliouras and
Marc Lanctot and
Karl Tuyls},
editor = {Marina Meila and
Tong Zhang},
title = {From Poincar{\'{e}} Recurrence to Convergence in Imperfect Information
Games: Finding Equilibrium via Regularization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {8525--8535},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/perolat21a.html},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PerolatMLOROBAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-12196,
author = {Siqi Liu and
Guy Lever and
Zhe Wang and
Josh Merel and
S. M. Ali Eslami and
Daniel Hennes and
Wojciech M. Czarnecki and
Yuval Tassa and
Shayegan Omidshafiei and
Abbas Abdolmaleki and
Noah Y. Siegel and
Leonard Hasenclever and
Luke Marris and
Saran Tunyasuvunakool and
H. Francis Song and
Markus Wulfmeier and
Paul Muller and
Tuomas Haarnoja and
Brendan D. Tracey and
Karl Tuyls and
Thore Graepel and
Nicolas Heess},
title = {From Motor Control to Team Play in Simulated Humanoid Football},
journal = {CoRR},
volume = {abs/2105.12196},
year = {2021},
url = {https://arxiv.org/abs/2105.12196},
eprinttype = {arXiv},
eprint = {2105.12196},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-12196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04219,
author = {Shayegan Omidshafiei and
Daniel Hennes and
Marta Garnelo and
Eugene Tarassov and
Zhe Wang and
Romuald Elie and
Jerome T. Connor and
Paul Muller and
Ian Graham and
William Spearman and
Karl Tuyls},
title = {Time-series Imputation of Temporally-occluded Multiagent Trajectories},
journal = {CoRR},
volume = {abs/2106.04219},
year = {2021},
url = {https://arxiv.org/abs/2106.04219},
eprinttype = {arXiv},
eprint = {2106.04219},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04219.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14668,
author = {Georgios Piliouras and
Mark Rowland and
Shayegan Omidshafiei and
Romuald Elie and
Daniel Hennes and
Jerome T. Connor and
Karl Tuyls},
title = {Evolutionary Dynamics and {\(\Phi\)}-Regret Minimization in Games},
journal = {CoRR},
volume = {abs/2106.14668},
year = {2021},
url = {https://arxiv.org/abs/2106.14668},
eprinttype = {arXiv},
eprint = {2106.14668},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14668.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/KimOPH20,
author = {Dong{-}Ki Kim and
Shayegan Omidshafiei and
Jason Pazis and
Jonathan P. How},
title = {Crossmodal attentive skill learner: learning in Atari and beyond with
audio-video inputs},
journal = {Auton. Agents Multi Agent Syst.},
volume = {34},
number = {1},
pages = {16},
year = {2020},
url = {https://doi.org/10.1007/s10458-019-09439-5},
doi = {10.1007/S10458-019-09439-5},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aamas/KimOPH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/HennesMOMPLGLPD20,
author = {Daniel Hennes and
Dustin Morrill and
Shayegan Omidshafiei and
R{\'{e}}mi Munos and
Julien P{\'{e}}rolat and
Marc Lanctot and
Audrunas Gruslys and
Jean{-}Baptiste Lespiau and
Paavo Parmas and
Edgar A. Du{\'{e}}{\~{n}}ez{-}Guzm{\'{a}}n and
Karl Tuyls},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Neural Replicator Dynamics: Multiagent Learning via Hedging Policy
Gradients},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {492--501},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398822},
doi = {10.5555/3398761.3398822},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/HennesMOMPLGLPD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/Kim0OLRHTMCH20,
author = {Dong{-}Ki Kim and
Miao Liu and
Shayegan Omidshafiei and
Sebastian Lopez{-}Cot and
Matthew Riemer and
Golnaz Habibi and
Gerald Tesauro and
Sami Mourad and
Murray Campbell and
Jonathan P. How},
editor = {Amal El Fallah Seghrouchni and
Gita Sukthankar and
Bo An and
Neil Yorke{-}Smith},
title = {Learning Hierarchical Teaching Policies for Cooperative Agents},
booktitle = {Proceedings of the 19th International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13,
2020},
pages = {620--628},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems},
year = {2020},
url = {https://dl.acm.org/doi/10.5555/3398761.3398836},
doi = {10.5555/3398761.3398836},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/atal/Kim0OLRHTMCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MullerORTPLHMLH20,
author = {Paul Muller and
Shayegan Omidshafiei and
Mark Rowland and
Karl Tuyls and
Julien P{\'{e}}rolat and
Siqi Liu and
Daniel Hennes and
Luke Marris and
Marc Lanctot and
Edward Hughes and
Zhe Wang and
Guy Lever and
Nicolas Heess and
Thore Graepel and
R{\'{e}}mi Munos},
title = {A Generalized Training Approach for Multiagent Learning},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=Bkl5kxrKDr},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MullerORTPLHMLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MunosPLRVLTHOGA20,
author = {R{\'{e}}mi Munos and
Julien P{\'{e}}rolat and
Jean{-}Baptiste Lespiau and
Mark Rowland and
Bart De Vylder and
Marc Lanctot and
Finbarr Timbers and
Daniel Hennes and
Shayegan Omidshafiei and
Audrunas Gruslys and
Mohammad Gheshlaghi Azar and
Edward Lockhart and
Karl Tuyls},
title = {Fast computation of Nash Equilibria in Imperfect Information Games},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {7119--7129},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/munos20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/MunosPLRVLTHOGA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CzarneckiGTTOBJ20,
author = {Wojciech M. Czarnecki and
Gauthier Gidel and
Brendan D. Tracey and
Karl Tuyls and
Shayegan Omidshafiei and
David Balduzzi and
Max Jaderberg},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Real World Games Look Like Spinning Tops},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/ca172e964907a97d5ebd876bfdd4adbd-Abstract.html},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/CzarneckiGTTOBJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08456,
author = {Julien P{\'{e}}rolat and
R{\'{e}}mi Munos and
Jean{-}Baptiste Lespiau and
Shayegan Omidshafiei and
Mark Rowland and
Pedro A. Ortega and
Neil Burch and
Thomas W. Anthony and
David Balduzzi and
Bart De Vylder and
Georgios Piliouras and
Marc Lanctot and
Karl Tuyls},
title = {From Poincar{\'{e}} Recurrence to Convergence in Imperfect Information
Games: Finding Equilibrium via Regularization},
journal = {CoRR},
volume = {abs/2002.08456},
year = {2020},
url = {https://arxiv.org/abs/2002.08456},
eprinttype = {arXiv},
eprint = {2002.08456},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08456.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-09468,
author = {Wojciech Marian Czarnecki and
Gauthier Gidel and
Brendan D. Tracey and
Karl Tuyls and
Shayegan Omidshafiei and
David Balduzzi and
Max Jaderberg},
title = {Real World Games Look Like Spinning Tops},
journal = {CoRR},
volume = {abs/2004.09468},
year = {2020},
url = {https://arxiv.org/abs/2004.09468},
eprinttype = {arXiv},
eprint = {2004.09468},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-09468.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-01642,
author = {Shayegan Omidshafiei and
Karl Tuyls and
Wojciech M. Czarnecki and
Francisco C. Santos and
Mark Rowland and
Jerome T. Connor and
Daniel Hennes and
Paul Muller and
Julien P{\'{e}}rolat and
Bart De Vylder and
Audrunas Gruslys and
R{\'{e}}mi Munos},
title = {Navigating the Landscape of Games},
journal = {CoRR},
volume = {abs/2005.01642},
year = {2020},
url = {https://arxiv.org/abs/2005.01642},
eprinttype = {arXiv},
eprint = {2005.01642},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-01642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09192,
author = {Karl Tuyls and
Shayegan Omidshafiei and
Paul Muller and
Zhe Wang and
Jerome T. Connor and
Daniel Hennes and
Ian Graham and
William Spearman and
Tim Waskett and
Dafydd Steele and
Pauline Luc and
Adri{\`{a}} Recasens and
Alexandre Galashov and
Gregory Thornton and
Romuald Elie and
Pablo Sprechmann and
Pol Moreno and
Kris Cao and
Marta Garnelo and
Praneet Dutta and
Michal Valko and
Nicolas Heess and
Alex Bridgland and
Julien P{\'{e}}rolat and
Bart De Vylder and
S. M. Ali Eslami and
Mark Rowland and
Andrew Jaegle and
R{\'{e}}mi Munos and
Trevor Back and
Razia Ahamed and
Simon Bouton and
Nathalie Beauguerlange and
Jackson Broshear and
Thore Graepel and
Demis Hassabis},
title = {Game Plan: What {AI} can do for Football, and What Football can do
for {AI}},
journal = {CoRR},
volume = {abs/2011.09192},
year = {2020},
url = {https://arxiv.org/abs/2011.09192},
eprinttype = {arXiv},
eprint = {2011.09192},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09192.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/iros/WadhwaniaKOH19,
author = {Samir Wadhwania and
Dong{-}Ki Kim and
Shayegan Omidshafiei and
Jonathan P. How},
title = {Policy Distillation and Value Matching in Multiagent Reinforcement
Learning},
booktitle = {2019 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2019, Macau, SAR, China, November 3-8, 2019},
pages = {8193--8200},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IROS40897.2019.8967849},
doi = {10.1109/IROS40897.2019.8967849},
timestamp = {Fri, 31 Jan 2020 10:27:14 +0100},
biburl = {https://dblp.org/rec/conf/iros/WadhwaniaKOH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RowlandOTPVPM19,
author = {Mark Rowland and
Shayegan Omidshafiei and
Karl Tuyls and
Julien P{\'{e}}rolat and
Michal Valko and
Georgios Piliouras and
R{\'{e}}mi Munos},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Multiagent Evaluation under Incomplete Information},
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 = {12270--12282},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/510f2318f324cf07fce24c3a4b89c771-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/RowlandOTPVPM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-01373,
author = {Shayegan Omidshafiei and
Christos H. Papadimitriou and
Georgios Piliouras and
Karl Tuyls and
Mark Rowland and
Jean{-}Baptiste Lespiau and
Wojciech M. Czarnecki and
Marc Lanctot and
Julien P{\'{e}}rolat and
R{\'{e}}mi Munos},
title = {{\(\alpha\)}-Rank: Multi-Agent Evaluation by Evolution},
journal = {CoRR},
volume = {abs/1903.01373},
year = {2019},
url = {http://arxiv.org/abs/1903.01373},
eprinttype = {arXiv},
eprint = {1903.01373},
timestamp = {Tue, 28 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-01373.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-03216,
author = {Dong{-}Ki Kim and
Miao Liu and
Shayegan Omidshafiei and
Sebastian Lopez{-}Cot and
Matthew Riemer and
Golnaz Habibi and
Gerald Tesauro and
Sami Mourad and
Murray Campbell and
Jonathan P. How},
title = {Learning Hierarchical Teaching in Cooperative Multiagent Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1903.03216},
year = {2019},
url = {http://arxiv.org/abs/1903.03216},
eprinttype = {arXiv},
eprint = {1903.03216},
timestamp = {Thu, 12 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-03216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-06592,
author = {Samir Wadhwania and
Dong{-}Ki Kim and
Shayegan Omidshafiei and
Jonathan P. How},
title = {Policy Distillation and Value Matching in Multiagent Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1903.06592},
year = {2019},
url = {http://arxiv.org/abs/1903.06592},
eprinttype = {arXiv},
eprint = {1903.06592},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-06592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00190,
author = {Shayegan Omidshafiei and
Daniel Hennes and
Dustin Morrill and
R{\'{e}}mi Munos and
Julien P{\'{e}}rolat and
Marc Lanctot and
Audrunas Gruslys and
Jean{-}Baptiste Lespiau and
Karl Tuyls},
title = {Neural Replicator Dynamics},
journal = {CoRR},
volume = {abs/1906.00190},
year = {2019},
url = {http://arxiv.org/abs/1906.00190},
eprinttype = {arXiv},
eprint = {1906.00190},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09453,
author = {Marc Lanctot and
Edward Lockhart and
Jean{-}Baptiste Lespiau and
Vin{\'{\i}}cius Flores Zambaldi and
Satyaki Upadhyay and
Julien P{\'{e}}rolat and
Sriram Srinivasan and
Finbarr Timbers and
Karl Tuyls and
Shayegan Omidshafiei and
Daniel Hennes and
Dustin Morrill and
Paul Muller and
Timo Ewalds and
Ryan Faulkner and
J{\'{a}}nos Kram{\'{a}}r and
Bart De Vylder and
Brennan Saeta and
James Bradbury and
David Ding and
Sebastian Borgeaud and
Matthew Lai and
Julian Schrittwieser and
Thomas W. Anthony and
Edward Hughes and
Ivo Danihelka and
Jonah Ryan{-}Davis},
title = {OpenSpiel: {A} Framework for Reinforcement Learning in Games},
journal = {CoRR},
volume = {abs/1908.09453},
year = {2019},
url = {http://arxiv.org/abs/1908.09453},
eprinttype = {arXiv},
eprint = {1908.09453},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-09453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-09849,
author = {Mark Rowland and
Shayegan Omidshafiei and
Karl Tuyls and
Julien P{\'{e}}rolat and
Michal Valko and
Georgios Piliouras and
R{\'{e}}mi Munos},
title = {Multiagent Evaluation under Incomplete Information},
journal = {CoRR},
volume = {abs/1909.09849},
year = {2019},
url = {http://arxiv.org/abs/1909.09849},
eprinttype = {arXiv},
eprint = {1909.09849},
timestamp = {Fri, 27 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-09849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-12823,
author = {Paul Muller and
Shayegan Omidshafiei and
Mark Rowland and
Karl Tuyls and
Julien P{\'{e}}rolat and
Siqi Liu and
Daniel Hennes and
Luke Marris and
Marc Lanctot and
Edward Hughes and
Zhe Wang and
Guy Lever and
Nicolas Heess and
Thore Graepel and
R{\'{e}}mi Munos},
title = {A Generalized Training Approach for Multiagent Learning},
journal = {CoRR},
volume = {abs/1909.12823},
year = {2019},
url = {http://arxiv.org/abs/1909.12823},
eprinttype = {arXiv},
eprint = {1909.12823},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-12823.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/OmidshafieiKPH18,
author = {Shayegan Omidshafiei and
Dong{-}Ki Kim and
Jason Pazis and
Jonathan P. How},
editor = {Elisabeth Andr{\'{e}} and
Sven Koenig and
Mehdi Dastani and
Gita Sukthankar},
title = {Crossmodal Attentive Skill Learner},
booktitle = {Proceedings of the 17th International Conference on Autonomous Agents
and MultiAgent Systems, {AAMAS} 2018, Stockholm, Sweden, July 10-15,
2018},
pages = {139--146},
publisher = {International Foundation for Autonomous Agents and Multiagent Systems
Richland, SC, {USA} / {ACM}},
year = {2018},
url = {http://dl.acm.org/citation.cfm?id=3237410},
timestamp = {Sat, 30 Sep 2023 09:34:53 +0200},
biburl = {https://dblp.org/rec/conf/atal/OmidshafieiKPH18.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/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/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, 29 May 2019 08:41:45 +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/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-1711-10314,
author = {Shayegan Omidshafiei and
Dong{-}Ki Kim and
Jason Pazis and
Jonathan P. How},
title = {Crossmodal Attentive Skill Learner},
journal = {CoRR},
volume = {abs/1711.10314},
year = {2017},
url = {http://arxiv.org/abs/1711.10314},
eprinttype = {arXiv},
eprint = {1711.10314},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-10314.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/WeiLZFLKOH16,
author = {Hongchuan Wei and
Wenjie Lu and
Pingping Zhu and
Silvia Ferrari and
Miao Liu and
Robert H. Klein and
Shayegan Omidshafiei and
Jonathan P. How},
title = {Information value in nonparametric Dirichlet-process Gaussian-process
{(DPGP)} mixture models},
journal = {Autom.},
volume = {74},
pages = {360--368},
year = {2016},
url = {https://doi.org/10.1016/j.automatica.2016.07.018},
doi = {10.1016/J.AUTOMATICA.2016.07.018},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/automatica/WeiLZFLKOH16.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}
}
@article{DBLP:journals/corr/OmidshafieiLHV16,
author = {Shayegan Omidshafiei and
Brett Thomas Lopez and
Jonathan P. How and
John Vian},
title = {Hierarchical Bayesian Noise Inference for Robust Real-time Probabilistic
Object Classification},
journal = {CoRR},
volume = {abs/1605.01042},
year = {2016},
url = {http://arxiv.org/abs/1605.01042},
eprinttype = {arXiv},
eprint = {1605.01042},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/OmidshafieiLHV16.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/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/iros/UreOLAHV15,
author = {N. Kemal Ure and
Shayegan Omidshafiei and
Brett Thomas Lopez and
Ali{-}akbar Agha{-}mohammadi and
Jonathan P. How and
John Vian},
title = {Online heterogeneous multiagent learning under limited communication
with applications to forest fire management},
booktitle = {2015 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2015, Hamburg, Germany, September 28 - October 2,
2015},
pages = {5181--5188},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IROS.2015.7354107},
doi = {10.1109/IROS.2015.7354107},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iros/UreOLAHV15.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}
}
@inproceedings{DBLP:conf/iros/WeiLZFKOH14,
author = {Hongchuan Wei and
Wenjie Lu and
Pingping Zhu and
Silvia Ferrari and
Robert H. Klein and
Shayegan Omidshafiei and
Jonathan P. How},
title = {Camera control for learning nonlinear target dynamics via Bayesian
nonparametric Dirichlet-process Gaussian-process {(DP-GP)} models},
booktitle = {2014 {IEEE/RSJ} International Conference on Intelligent Robots and
Systems, {IROS} 2014, Chicago, IL, USA, September 14-18, 2014},
pages = {95--102},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IROS.2014.6942546},
doi = {10.1109/IROS.2014.6942546},
timestamp = {Tue, 05 Sep 2023 15:07:47 +0200},
biburl = {https://dblp.org/rec/conf/iros/WeiLZFKOH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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