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]

@inproceedings{PengDWGKLRFD18,
  title = {Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning},
  author = {Xuefeng Peng and Yi Ding and David Wihl and Omer Gottesman and Matthieu Komorowski and Li-Wei H. Lehman and Andrew Slavin Ross and Aldo Faisal and Finale Doshi-Velez},
  year = {2018},
  url = {http://knowledge.amia.org/67852-amia-1.4259402/t004-1.4263758/t004-1.4263759/2975579-1.4263853/2975959-1.4263850},
  researchr = {https://researchr.org/publication/PengDWGKLRFD18},
  cites = {0},
  citedby = {0},
  booktitle = {AMIA 2018, American Medical Informatics Association Annual Symposium, San Francisco, CA, November 3-7, 2018},
  publisher = {AMIA},
}