Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ 08544, USA; Department of Statistics, The Chinese University of Hong Kong, Hong Kong, China
Xiang Ji, Gen Li
reinforcement learning theory;regret minimization;minimax optimality
Regret-Optimal Model-Free Reinforcement Learning for Discounted MDPs with Short Burn-In Time