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problem-dependent bound

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episodic markov decision process (1) regret bound (1) value function (1) sample complexity (1) reinforcement learning (1)

Papers

Tighter Problem-Dependent Regret Bounds in Reinforcement Learning without Domain Knowledge using Value Function Bounds ICML 2019