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policy identification

4 papers

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Co-occurring keywords · papers mentioning both

markov decision process (3) active exploration (2) optimal policy (2) sample complexity (2) reinforcement learning (2) blackwell optimal policy (1) deterministic mdp (1) ergodic theorem (1) instance-dependent sample complexity (1) kernelized least-squares value iteration (1)

Papers

Identification of Blackwell Optimal Policies for Deterministic MDPs AISTATS 2023 Near-optimal Policy Identification in Active Reinforcement Learning ICLR 2023 Beyond No Regret: Instance-Dependent PAC Reinforcement Learning COLT 2022 Navigating to the Best Policy in Markov Decision Processes NeurIPS 2021