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A Deep Deterministic Policy Gradient Approach to Medication Dosing and Surveillance in the ICU.
Rongmei Lin
Matthew D. Stanley
Mohammad M. Ghassemi
Shamim Nemati
Published in:
EMBC (2018)
Keyphrases
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policy gradient
parametric optimization
actor critic
reinforcement learning
optimal control
function approximation
model free reinforcement learning
high risk
gradient method
reinforcement learning algorithms
approximation methods
average reward
neural network