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conftrace_

instance-dependent sample complexity

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Co-occurring keywords · papers mentioning both

policy identification (1) pac reinforcement learning (1) state visitation (1) sub-optimality gap (1) regret bound (1) optimal policy (1) markov decision process (1) pac learning (1) sample complexity (1) reinforcement learning (1)

Papers

Beyond No Regret: Instance-Dependent PAC Reinforcement Learning COLT 2022