Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning

Xuefeng Peng, Yi Ding, David Wihl, Omer Gottesman, Matthieu Komorowski, Li-Wei H. Lehman, Andrew Slavin Ross, Aldo Faisal, Finale Doshi-Velez. Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning. In AMIA 2018, American Medical Informatics Association Annual Symposium, San Francisco, CA, November 3-7, 2018. AMIA, 2018. [doi]

Abstract

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