Penn State University, State College, PA 16801, USA; National University of Singapore, 119077, Singapore; Ohio State University, Columbus, OH 43210, USA
Ruiquan Huang, Yuan Cheng, Jing Yang, Vincent Tan, Yingbin Liang
Reinforcement learning;multi-task learning;bracketing number;predictive state representation;POMDP
Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes