Courant Institute and Google Research; Google Research
Christoph Dann, Teodor Vanislavov Marinov, Mehryar Mohri, Julian Zimmert
reinforcement learning;MDP;rl;instance-dependent regret bounds;theory;regret;gap-dependent
Beyond Value-Function Gaps: Improved Instance-Dependent Regret Bounds for Episodic Reinforcement Learning