Beyond Rewards: a Hierarchical Perspective on Offline Multiagent Behavioral Analysis
Omidshafiei, Shayegan, Kapishnikov, Andrei, Assogba, Yannick, Dixon, Lucas, Kim, Been
Year of Publication 17.06.2022
Year of Publication 17.06.2022
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Journal Article
Decentralized control of Partially Observable Markov Decision Processes using belief space macro-actions
Omidshafiei, Shayegan, Agha-Mohammadi, Ali-Akbar, Amato, Christopher, How, Jonathan P.
Published in 2015 IEEE International Conference on Robotics and Automation (ICRA) (01.05.2015)
Published in 2015 IEEE International Conference on Robotics and Automation (ICRA) (01.05.2015)
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Conference Proceeding
Multi-Agent Reinforcement Learning for Microprocessor Design Space Exploration
Krishnan, Srivatsan, Jaques, Natasha, Omidshafiei, Shayegan, Zhang, Dan, Gur, Izzeddin, Reddi, Vijay Janapa, Faust, Aleksandra
Year of Publication 29.11.2022
Year of Publication 29.11.2022
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Journal Article
Game Theoretic Rating in N-player general-sum games with Equilibria
Marris, Luke, Lanctot, Marc, Gemp, Ian, Omidshafiei, Shayegan, McAleer, Stephen, Connor, Jerome, Tuyls, Karl, Graepel, Thore
Year of Publication 05.10.2022
Year of Publication 05.10.2022
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Journal Article
Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation
Collins, Katherine M, Kim, Najoung, Bitton, Yonatan, Rieser, Verena, Omidshafiei, Shayegan, Hu, Yushi, Chen, Sherol, Dutta, Senjuti, Chang, Minsuk, Lee, Kimin, Liang, Youwei, Evans, Georgina, Singla, Sahil, Li, Gang, Weller, Adrian, He, Junfeng, Ramachandran, Deepak, Dvijotham, Krishnamurthy Dj
Year of Publication 24.06.2024
Year of Publication 24.06.2024
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Journal Article
Evolutionary Dynamics and $\Phi$-Regret Minimization in Games
Piliouras, Georgios, Rowland, Mark, Omidshafiei, Shayegan, Elie, Romuald, Hennes, Daniel, Connor, Jerome, Tuyls, Karl
Year of Publication 28.06.2021
Year of Publication 28.06.2021
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Journal Article
Policy Distillation and Value Matching in Multiagent Reinforcement Learning
Wadhwania, Samir, Kim, Dong-Ki, Omidshafiei, Shayegan, How, Jonathan P
Year of Publication 15.03.2019
Year of Publication 15.03.2019
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Journal Article
Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis
Hu, Yafei, Xie, Quanting, Jain, Vidhi, Francis, Jonathan, Patrikar, Jay, Keetha, Nikhil, Kim, Seungchan, Xie, Yaqi, Zhang, Tianyi, Fang, Hao-Shu, Zhao, Shibo, Omidshafiei, Shayegan, Kim, Dong-Ki, Agha-mohammadi, Ali-akbar, Sycara, Katia, Johnson-Roberson, Matthew, Batra, Dhruv, Wang, Xiaolong, Scherer, Sebastian, Wang, Chen, Kira, Zsolt, Xia, Fei, Bisk, Yonatan
Year of Publication 14.12.2023
Year of Publication 14.12.2023
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Journal Article
Real World Games Look Like Spinning Tops
Czarnecki, Wojciech Marian, Gidel, Gauthier, Tracey, Brendan, Tuyls, Karl, Omidshafiei, Shayegan, Balduzzi, David, Jaderberg, Max
Year of Publication 20.04.2020
Year of Publication 20.04.2020
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Journal Article
Multiagent Evaluation under Incomplete Information
Rowland, Mark, Omidshafiei, Shayegan, Tuyls, Karl, Perolat, Julien, Valko, Michal, Piliouras, Georgios, Munos, Remi
Year of Publication 21.09.2019
Year of Publication 21.09.2019
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Journal Article
Time-series Imputation of Temporally-occluded Multiagent Trajectories
Omidshafiei, Shayegan, Hennes, Daniel, Garnelo, Marta, Tarassov, Eugene, Wang, Zhe, Elie, Romuald, Connor, Jerome T, Muller, Paul, Graham, Ian, Spearman, William, Tuyls, Karl
Year of Publication 08.06.2021
Year of Publication 08.06.2021
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Journal Article
From Poincar\'e Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization
Perolat, Julien, Munos, Remi, Lespiau, Jean-Baptiste, Omidshafiei, Shayegan, Rowland, Mark, Ortega, Pedro, Burch, Neil, Anthony, Thomas, Balduzzi, David, De Vylder, Bart, Piliouras, Georgios, Lanctot, Marc, Tuyls, Karl
Year of Publication 19.02.2020
Year of Publication 19.02.2020
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Journal Article