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Offline reinforcement learning with uncertainty for treatment strategies in sepsis.
Ran Liu
Joseph L. Greenstein
James C. Fackler
Jules Bergmann
Melania M. Bembea
Raimond L. Winslow
Published in:
CoRR (2021)
Keyphrases
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reinforcement learning
state space
function approximation
real time
machine learning
initial stage
partial observability
learning agents
model free
uncertain data
learning algorithm
online auctions
decision theory
markov decision processes
control strategies
dynamic programming
decision making
policy search