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episodic md

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gap-dependent bound (1) optimistic algorithm (1) regret bound (1) value function (1) reinforcement learning (1)

Papers

Beyond Value-Function Gaps: Improved Instance-Dependent Regret Bounds for Episodic Reinforcement Learning NeurIPS 2021