Search All 2022 Events
 

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Workshop
A Game-Theoretic Perspective of Generalization in Reinforcement Learning
Chang Yang · RUIYU WANG · Xinrun Wang · Zhen Wang
Poster
Wed 9:00 Learning Distributed and Fair Policies for Network Load Balancing as Markov Potential Game
Zhiyuan Yao · Zihan Ding
Poster
Tue 14:00 Finding Correlated Equilibrium of Constrained Markov Game: A Primal-Dual Approach
Ziyi Chen · Shaocong Ma · Yi Zhou
Poster
Wed 14:00 Learning in Congestion Games with Bandit Feedback
Qiwen Cui · Zhihan Xiong · Maryam Fazel · Simon Du
Poster
Thu 14:00 When are Offline Two-Player Zero-Sum Markov Games Solvable?
Qiwen Cui · Simon Du
Poster
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
Poster
Wed 14:00 Sample-Efficient Reinforcement Learning of Partially Observable Markov Games
Qinghua Liu · Csaba Szepesvari · Chi Jin
Poster
Wed 9:00 Queue Up Your Regrets: Achieving the Dynamic Capacity Region of Multiplayer Bandits
Ilai Bistritz · Nicholas Bambos
Poster
Thu 9:00 Beyond Time-Average Convergence: Near-Optimal Uncoupled Online Learning via Clairvoyant Multiplicative Weights Update
Georgios Piliouras · Ryann Sim · Stratis Skoulakis
Poster
Thu 14:00 Efficient Phi-Regret Minimization in Extensive-Form Games via Online Mirror Descent
Yu Bai · Chi Jin · Song Mei · Ziang Song · Tiancheng Yu
Workshop
Sat 7:01 Invited talk: Scaling reinforcement learning in the real world, from gaming to finance to manufacturing
Robert Nishihara
Poster
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