Unifying Cardiovascular Modelling with Deep Reinforcement Learning for Uncertainty Aware Control of Sepsis Treatment.
Thesath NanayakkaraGilles ClermontChristopher James LangmeadDavid SwigonPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- control problems
- optimal control
- control system
- partial observability
- robot control
- control policy
- state space
- machine learning
- reinforcement learning algorithms
- robotic control
- initial stage
- action selection
- control method
- control algorithm
- control strategy
- control strategies
- temporal difference
- adaptive control
- model free
- markov decision process
- decision support system
- fuzzy logic