Monitoring Fidelity of Online Reinforcement Learning Algorithms in Clinical Trials.
Anna L. TrellaKelly W. ZhangInbal Nahum-ShaniVivek ShettyIris YanFinale Doshi-VelezSusan A. MurphyPublished in: CoRR (2024)
Keyphrases
- reinforcement learning algorithms
- clinical trials
- reinforcement learning
- state space
- reinforcement learning problems
- markov decision processes
- model free
- eligibility traces
- reinforcement learning methods
- learning algorithm
- online learning
- decision support system
- function approximation
- experimental design
- temporal difference
- databases
- optimal policy
- markov chain
- sample size
- radial basis function
- reward function
- learning environment
- data mining