Department of Statistics, University of Chicago, Chicago, IL, 60637; Department of EECS, UC Berkeley, Berkeley, CA, 94709
Paria Rashidinejad, Banghua Zhu, Cong Ma, Jiantao Jiao, Stuart Russell
Reinforcement learning theory;offline reinforcement learning;imitation learning;lower confidence bound (LCB);minimax optimality
Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism