Microsoft Research Asia; Department of Computer Science, University of Illinois at Urbana-Champaign
Jiawei Huang, Li Zhao, Tao Qin, Wei Chen, Nan Jiang, Tie-Yan Liu
Reinforcement Learning;Regret Minimization
Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty and Constant Regret