Reinforcement-learning optimal control for type-1 diabetes.
Phuong D. NgoSusan WeiAnna HolubováJan MuzíkFred GodtliebsenPublished in: BHI (2018)
Keyphrases
- optimal control
- reinforcement learning
- control problems
- dynamic programming
- feedback control
- risk sensitive
- control strategy
- class of nonlinear systems
- lyapunov function
- rl algorithms
- infinite horizon
- brownian motion
- actor critic
- optimal control problems
- machine learning
- state space
- dynamical systems
- reinforcement learning algorithms
- continuous stirred tank reactor
- stochastic control
- control law
- scale space