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optimal sample efficiency

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discounted mdp (1) model-free reinforcement learning (1) regret optimization (1) variance reduction (1)

Papers

Regret-Optimal Model-Free Reinforcement Learning for Discounted MDPs with Short Burn-In Time NeurIPS 2023