Penn State University, State College, PA 16801, USA; Ohio State University, Columbus, OH 43210, USA
Ruiquan Huang, Yingbin Liang, Jing Yang
Reinforcement learning;Sequential decision-making problem;Predictive state representation;POMDP;UCB;online and offline
Provably Efficient UCB-type Algorithms For Learning Predictive State Representations