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A value-based deep reinforcement learning model with human expertise in optimal treatment of sepsis.
Xiaodan Wu
Ruichang Li
Zhen He
Tianzhi Yu
Changqing Cheng
Published in:
npj Digit. Medicine (2023)
Keyphrases
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computational model
reinforcement learning
mathematical model
statistical model
closed form
machine learning
objective function
prior knowledge
management system
experimental data
formal model
data sets
genetic algorithm
parameter estimation
sensitivity analysis
model free