Optimizing Warfarin Dosing using Deep Reinforcement Learning.
Sadjad Anzabi ZadehW. Nick StreetBarrett W. ThomasPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- function approximation
- deep learning
- multi agent reinforcement learning
- temporal difference
- machine learning
- artificial intelligence
- state space
- optimal policy
- markov decision processes
- optimal control
- model free
- robotic control
- control problems
- partially observable
- learning capabilities
- data sets
- action selection
- reinforcement learning algorithms
- direct policy search
- perceptual aliasing
- transition model
- exploration exploitation tradeoff
- temporal difference learning
- learning agents
- robot control
- multi agent
- neural network