Optimizing warfarin dosing using deep reinforcement learning.
Sadjad Anzabi ZadehW. Nick StreetBarrett W. ThomasPublished in: J. Biomed. Informatics (2023)
Keyphrases
- reinforcement learning
- function approximation
- model free
- dynamic programming
- optimal policy
- markov decision processes
- reinforcement learning algorithms
- multi agent
- state space
- learning agents
- learning algorithm
- optimal control
- learning problems
- belief nets
- continuous state
- control problems
- action selection
- least squares
- case study
- decision making