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episode complexity

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episodic mdp (1) offline policy evaluation (1) optimal policy (1) uniform convergence (1) policy learning (1) offline reinforcement learning (1) model-based planning (1)

Papers

Near-Optimal Provable Uniform Convergence in Offline Policy Evaluation for Reinforcement Learning AISTATS 2021