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• Evaluating Reinforcement Learning Algorithms in Observational Health Settings
  2018 · 87 citations
• Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning
  2019 · 45 citations
• Combining Parametric and Nonparametric Models for Off-Policy Evaluation
  2019 · 12 citations
• Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions
  2020 · 12 citations
• Learning Markov State Abstractions for Deep Reinforcement Learning
  2021 · 6 citations
• Learning to search efficiently for causally near-optimal treatments
  2020 · 3 citations
• Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy
  2024 · 2 citations
• Identification of Subgroups With Similar Benefits in Off-Policy Policy Evaluation
  2021 · 1 citations
• Faster Deep Reinforcement Learning with Slower Online Network