Department of Electrical and Computer Engineering, Princeton University, NJ 08544, USA; Department of Computer Science, Cornell University, Ithaca, NY 14850, USA
Masatoshi Uehara, Xuezhou Zhang, Wen Sun
Provably sample efficient Reinforcement Learning;PAC bounds;Representation learning;Low-rank MDP
Representation Learning for Online and Offline RL in Low-rank MDPs