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• Statistical Inference of the Value Function for Reinforcement Learning in Infinite Horizon Settings
  2020 · 18 citations
• A Review of Off-Policy Evaluation in Reinforcement Learning
  2022 · 13 citations
• Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making
  2020 · 9 citations
• Deeply-Debiased Off-Policy Interval Estimation
  2021 · 6 citations
• Statistically Efficient Advantage Learning for Offline Reinforcement Learning in Infinite Horizons
  2022 · 6 citations
• Value Enhancement of Reinforcement Learning via Efficient and Robust Trust Region Optimization
  2023 · 4 citations
• Testing Stationarity and Change Point Detection in Reinforcement Learning
  2022 · 2 citations
• A Minimax Learning Approach to Off-Policy Evaluation in Confounded Partially Observable Markov Decision Processes
  2021 · 2 citations
• Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process