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catoni mean estimator

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first-order regret (1) linear mdp (1) regret bound (1) robust estimation (1) linear function approximation (1) reinforcement learning (1)

Papers

First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach ICML 2022