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• Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach
  2017 · 102 citations
• Evaluating Reinforcement Learning Algorithms in Observational Health Settings
  2018 · 87 citations
• Deep Reinforcement Learning for Sepsis Treatment
  2017 · 47 citations
• Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning
  2019 · 45 citations
• Model-Based Reinforcement Learning for Sepsis Treatment
  2018 · 29 citations
• The Actor Search Tree Critic (ASTC) for Off-Policy POMDP Learning in Medical Decision Making
  2018 · 20 citations
• Enabling risk-aware Reinforcement Learning for medical interventions through uncertainty decomposition
  2021 · 2 citations