Matthieu Komorowski

1. Deep Reinforcement Learning for Sepsis Treatment
   2017/11/27 by Aniruddh Raghu, Raghu, Aniruddh, Matthieu Komorowski +9 · 13 citations
   Medicine · Computer Science · #Sepsis Diagnosis and Treatment #Machine Learning in Healthcare #Clinical Reasoning and Diagnostic Skills
2. Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach
   2017/05/23 by Aniruddh Raghu, Raghu, Aniruddh, Matthieu Komorowski +7 · 8 citations
   Computer Science · Medicine · #FOS: Computer and information sciences #Intensive Care Unit Cognitive Disorders #Machine Learning (cs.LG) #Machine Learning in Healthcare #Sepsis Diagnosis and Treatment
3. Evaluating Reinforcement Learning Algorithms in Observational Health Settings
   2018/05/31 by Omer Gottesman, Gottesman, Omer, Fredrik Johansson +35 · 3 citations
   Computer Science · Economics, Econometrics and Finance · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
4. The Actor Search Tree Critic (ASTC) for Off-Policy POMDP Learning in Medical Decision Making
   2018/05/29 by Luchen Li, Matthieu Komorowski, Li, Luchen +3 · 2 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Healthcare Technology and Patient Monitoring #Machine Learning in Healthcare #Sepsis Diagnosis and Treatment
5. Kernel weighted importance sampling for off-policy evaluation in contextual bandits
   2026/07/16 by Joshua Spear, Matthieu Komorowski, Rebecca Pope +2
   #cs.LG