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• Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach
  2017 · 102 citations
• Deep Reinforcement Learning for Sepsis Treatment
  2017 · 47 citations
• An Empirical Study of Representation Learning for Reinforcement Learning in Healthcare
  2020 · 12 citations
• Medical Dead-ends and Learning to Identify High-risk States and Treatments
  2021 · 8 citations
• Risk Sensitive Dead-end Identification in Safety-Critical Offline Reinforcement Learning
  2023 · 4 citations
• Semi-Markov Offline Reinforcement Learning for Healthcare
  2022 · 3 citations