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• Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes
  2019 · 50 citations
• Intrinsically Efficient, Stable, and Bounded Off-Policy Evaluation for Reinforcement Learning
  2019 · 23 citations
• Finite Sample Analysis of Minimax Offline Reinforcement Learning: Completeness, Fast Rates and First-Order Efficiency
  2021 · 14 citations
• A Review of Off-Policy Evaluation in Reinforcement Learning
  2022 · 13 citations
• Confounding-Robust Policy Evaluation in Infinite-Horizon Reinforcement Learning
  2020 · 12 citations
• Off-policy Evaluation in Infinite-Horizon Reinforcement Learning with Latent Confounders
  2020 · 8 citations
• Fast Rates for the Regret of Offline Reinforcement Learning
  2021 · 4 citations
• Statistically Efficient Off-Policy Policy Gradients
  2020 · 3 citations
• Doubly Robust Off-Policy Value and Gradient Estimation for Deterministic Policies