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• Unifying PAC and Regret: Uniform PAC Bounds for Episodic Reinforcement Learning
  2017 · 103 citations
• Data-Efficient Off-Policy Policy Evaluation for Reinforcement Learning
  2016 · 74 citations
• Tighter Problem-Dependent Regret Bounds in Reinforcement Learning without Domain Knowledge using Value Function Bounds
  2019 · 66 citations
• Off-Policy Policy Gradient with State Distribution Correction
  2019 · 46 citations
• Policy Gradient Methods for Reinforcement Learning with Function Approximation and Action-Dependent Baselines
  2017 · 45 citations
• Learning Near Optimal Policies with Low Inherent Bellman Error
  2020 · 38 citations
• Provably Good Batch Reinforcement Learning Without Great Exploration
  2020 · 36 citations
• Using Options and Covariance Testing for Long Horizon Off-Policy Policy Evaluation