Open AccessSuperhuman performance on sepsis MIMIC-III data by distributional reinforcement learning
Author(s) -
Markus Böck,
Julien Malle,
Daniel Pasterk,
Hrvoje Kukina,
Ramin Hasani,
Clemens Heitzinger
Publication year - 2022
Publication title -
plos one
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.99
H-Index - 332
ISSN - 1932-6203
DOI - 10.1371/journal.pone.0275358
Subject(s) - reinforcement learning , computer science , sepsis , machine learning , artificial intelligence , cluster analysis , imputation (statistics) , pandemic , leverage (statistics) , discretization , covid-19 , intensive care medicine , missing data , medicine , mathematics , infectious disease (medical specialty) , surgery , mathematical analysis , disease , pathology