National Key Laboratory of General Artificial Intelligence, Peking University; Center for Data Science, Peking University; Department of Mathematics, The Hong Kong University of Science and Technology; Department of Computer Science and Engineering, The Hong Kong University of Science and Technology; Department of Electrical and Computer Engineering, University of Virginia
Wei Xiong, Han Zhong, Chengshuai Shi, Cong Shen, Liwei Wang, Tong Zhang
RL theory
Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game