Deep Reinforcement Learning for Sepsis Treatment.
Aniruddh RaghuMatthieu KomorowskiImran AhmedLeo A. CeliPeter SzolovitsMarzyeh GhassemiPublished in: CoRR (2017)
Keyphrases
- reinforcement learning
- function approximation
- state space
- learning process
- robotic control
- reinforcement learning algorithms
- genetic algorithm
- markov decision processes
- initial stage
- optimal policy
- model free
- machine learning
- transition model
- relational reinforcement learning
- medical treatment
- active learning
- database
- artificial neural networks
- temporal difference
- robot control
- reinforcement learning methods
- real world
- real time