Semi-Markov Offline Reinforcement Learning for Healthcare.
Mehdi FatemiMary WuJeremy PetchWalter NelsonStuart J. ConnollyAlexander BenzAnthony CarnicelliMarzyeh GhassemiPublished in: CoRR (2022)
Keyphrases
- semi markov
- reinforcement learning
- function approximation
- information systems
- model free
- state space
- machine learning
- conditional random fields
- multi agent reinforcement learning
- optimal policy
- robotic control
- biomedical informatics
- clinical trials
- reinforcement learning algorithms
- health care
- information technology
- multi agent
- markov decision processes
- prior knowledge
- clustering algorithm
- learning algorithm
- neural network
- supervised learning
- optimal control
- learning process
- action selection
- temporal difference
- electronic health records
- healthcare systems
- real time