University of Science and Technology of China; The Pennsylvania State University; The Ohio State University
Yuan Cheng, Ruiquan Huang, Yingbin Liang, Jing Yang
Reward Free Exploration;Representation Learning;Sample Complexity;Model-Based RL
Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs