University of Washington; UT Austin, Amazon Search; UT Austin; Google Research, Brain Team; Tsinghua University
Tongzheng Ren, Jialian Li, Bo Dai, Simon Du, Sujay Sanghavi
Offline Reinforcement Learning;Statistical Reinforcement Learning;Horizon-free;Reinforcement Learning Theory
Nearly Horizon-Free Offline Reinforcement Learning