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Xuefeng Peng

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

Jan 15, 2019
Xuefeng Peng, Yi Ding, David Wihl, Omer Gottesman, Matthieu Komorowski, Li-wei H. Lehman, Andrew Ross, Aldo Faisal, Finale Doshi-Velez

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Evaluating Reinforcement Learning Algorithms in Observational Health Settings

May 31, 2018
Omer Gottesman, Fredrik Johansson, Joshua Meier, Jack Dent, Donghun Lee, Srivatsan Srinivasan, Linying Zhang, Yi Ding, David Wihl, Xuefeng Peng, Jiayu Yao, Isaac Lage, Christopher Mosch, Li-wei H. Lehman, Matthieu Komorowski, Matthieu Komorowski, Aldo Faisal, Leo Anthony Celi, David Sontag, Finale Doshi-Velez

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Sleep-deprived Fatigue Pattern Analysis using Large-Scale Selfies from Social Med

Feb 22, 2018
Xuefeng Peng, Jiebo Luo, Catherine Glenn, Li-Kai Chi, Jingyao Zhan

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