Deep Reinforcement Learning Control of Type-1 Diabetes with Cross-Patient Generalization.
Mohab M. H. AtanasiousValentina BecchettiFederico BaldisseriDanilo MenegattiAndrea WronaPublished in: MED (2024)
Keyphrases
- reinforcement learning
- control problems
- control system
- medical data
- primary care
- state space
- health care
- function approximation
- optimal control
- medical records
- electronic health records
- robot control
- control strategies
- information systems
- diabetic patients
- control method
- optimal policy
- learning algorithm
- high risk
- robotic systems
- learning problems
- control policy
- markov decision processes
- cardiovascular disease
- blood glucose
- robotic control