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optimal policy

105 papers

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Co-occurring keywords · papers mentioning both

reinforcement learning (42) markov decision process (39) sample complexity (17) regret bound (13) generative model (9) online learning (8) reward function (7) policy learning (7) value function (6) policy optimization (6)

Papers

Double Q-learning NeurIPS 2010 Near-optimal Regret Bounds for Reinforcement Learning JMLR 2010 Near-optimal Regret Bounds for Reinforcement Learning NeurIPS 2008 Optimistic Linear Programming gives Logarithmic Regret for Irreducible MDPs NeurIPS 2007 Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning NeurIPS 2006