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Continuous State-Space Models for Optimal Sepsis Treatment: a Deep Reinforcement Learning Approach.
Aniruddh Raghu
Matthieu Komorowski
Leo Anthony Celi
Peter Szolovits
Marzyeh Ghassemi
Published in:
MLHC (2017)
Keyphrases
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reinforcement learning
continuous state spaces
dynamic programming
state space
neural network
learning algorithm
probabilistic model
markov decision processes
optimal control
markov models