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83 Results
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Workshop
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A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games Samuel Sokota · Ryan D'Orazio · J. Zico Kolter · Nicolas Loizou · Marc Lanctot · Ioannis Mitliagkas · Noam Brown · Christian Kroer |
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Workshop
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Combating Toxicity in Online Games with HCAI Regan Mandryk · Julian Frommel |
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Workshop
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Tackling AlfWorld with Action Attention and Common Sense from Language Models Yue Wu · So Yeon Min · Yonatan Bisk · Russ Salakhutdinov · Shrimai Prabhumoye |
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Poster
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Wed 14:00 |
MATE: Benchmarking Multi-Agent Reinforcement Learning in Distributed Target Coverage Control Xuehai Pan · Mickel Liu · Fangwei Zhong · Yaodong Yang · Song-Chun Zhu · Yizhou Wang |
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Workshop
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On the Pitfalls of Visual Learning in Referential Games Shresth Verma |
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Poster
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Wed 14:00 |
The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games Chao Yu · Akash Velu · Eugene Vinitsky · Jiaxuan Gao · Yu Wang · Alexandre Bayen · YI WU |
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Poster
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Wed 14:00 |
Sample-Efficient Reinforcement Learning of Partially Observable Markov Games Qinghua Liu · Csaba Szepesvari · Chi Jin |
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Poster
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Optimality and Stability in Non-Convex Smooth Games Guojun Zhang · Pascal Poupart · Yaoliang Yu |
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Poster
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Wed 14:00 |
Learning Two-Player Markov Games: Neural Function Approximation and Correlated Equilibrium Chris Junchi Li · Dongruo Zhou · Quanquan Gu · Michael Jordan |
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Poster
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Tue 9:00 |
On the Global Convergence Rates of Decentralized Softmax Gradient Play in Markov Potential Games Runyu Zhang · Jincheng Mei · Bo Dai · Dale Schuurmans · Na Li |
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Poster
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Wed 14:00 |
On the convergence of policy gradient methods to Nash equilibria in general stochastic games Angeliki Giannou · Kyriakos Lotidis · Panayotis Mertikopoulos · Emmanouil-Vasileios Vlatakis-Gkaragkounis |