Department of Computer Science, University of California, Santa Barbara; Department of Electrical and Computer Engineering, Princeton University
Ming Yin, Yaqi Duan, Mengdi Wang, Yu-Xiang Wang
reinforcement learning theory;markov decision process theory
Near-optimal Offline Reinforcement Learning with Linear Representation: Leveraging Variance Information with Pessimism