Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation.
Taiyu ZhuKezhi LiPau HerreroPantelis GeorgiouPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- control problems
- optimal control
- robot control
- adaptive control
- control strategy
- control system
- blood glucose
- computer simulation
- state space
- health care
- function approximation
- machine learning
- control method
- control strategies
- dynamic programming
- control algorithm
- temporal difference
- artificial neural networks
- action space
- control policies
- learning process