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77 Results
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Poster
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Tue 15:30 |
On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games Robert Loftin · Frans Oliehoek |
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Spotlight
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Wed 7:30 |
Modeling Strong and Human-Like Gameplay with KL-Regularized Search Athul Paul Jacob · David Wu · Gabriele Farina · Adam Lerer · Hengyuan Hu · Anton Bakhtin · Jacob Andreas · Noam Brown |
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Poster
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Thu 15:00 |
Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification Ling Pan · Longbo Huang · Tengyu Ma · Huazhe Xu |
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Oral
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Thu 7:30 |
Federated Reinforcement Learning: Linear Speedup Under Markovian Sampling sajad khodadadian · PRANAY SHARMA · Gauri Joshi · Siva Maguluri |
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Poster
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Tue 15:30 |
Sample and Communication-Efficient Decentralized Actor-Critic Algorithms with Finite-Time Analysis Ziyi Chen · Yi Zhou · Rong-Rong Chen · Shaofeng Zou |
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Poster
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Thu 15:00 |
Federated Reinforcement Learning: Linear Speedup Under Markovian Sampling sajad khodadadian · PRANAY SHARMA · Gauri Joshi · Siva Maguluri |
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Spotlight
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Wed 7:50 |
The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces Chi Jin · Qinghua Liu · Tiancheng Yu |
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Poster
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Wed 15:30 |
Communicating via Markov Decision Processes Samuel Sokota · Christian Schroeder · Maximilian Igl · Luisa Zintgraf · Phil Torr · Martin Strohmeier · Zico Kolter · Shimon Whiteson · Jakob Foerster |
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Poster
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Tue 15:30 |
Efficient Model-based Multi-agent Reinforcement Learning via Optimistic Equilibrium Computation Pier Giuseppe Sessa · Maryam Kamgarpour · Andreas Krause |
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Spotlight
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Tue 13:35 |
Scalable Deep Reinforcement Learning Algorithms for Mean Field Games Mathieu Lauriere · Sarah Perrin · Sertan Girgin · Paul Muller · Ayush Jain · Theophile Cabannes · Georgios Piliouras · Julien Perolat · Romuald Elie · Olivier Pietquin · Matthieu Geist |
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Poster
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Wed 15:30 |
Learning Markov Games with Adversarial Opponents: Efficient Algorithms and Fundamental Limits Qinghua Liu · Yuanhao Wang · Chi Jin |
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Oral
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Wed 8:10 |
Learning Markov Games with Adversarial Opponents: Efficient Algorithms and Fundamental Limits Qinghua Liu · Yuanhao Wang · Chi Jin |