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• Statistical Inference of the Value Function for Reinforcement Learning in Infinite Horizon Settings
  2020 · 18 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
• Reinforcement Learning with Heterogeneous Data: Estimation and Inference
  2022 · 4 citations
• Experimentation Platforms Meet Reinforcement Learning: Bayesian Sequential Decision-Making for Continuous Monitoring
  2023 · 4 citations
• Off-Policy Confidence Interval Estimation with Confounded Markov Decision Process
  2022 · 2 citations
• A Reinforcement Learning Framework for Dynamic Mediation Analysis
  2023 · 2 citations
• Multi-Objective Model-based Reinforcement Learning for Infectious Disease Control
  2020 · 1 citations
• Calibrated Optimal Decision Making with Multiple Data Sources and Limited Outcome
  2021 · 1 citations
• Pattern Transfer Learning for Reinforcement Learning in Order Dispatching