Designing Optimal Dynamic Treatment Regimes: A Causal Reinforcement Learning Approach.
Junzhe ZhangPublished in: ICML (2020)
Keyphrases
- reinforcement learning
- optimal control
- dynamic programming
- worst case
- machine learning
- optimal solution
- dynamic environments
- bayesian networks
- optimal policy
- function approximation
- causal models
- learning classifier systems
- optimal strategy
- reinforcement learning algorithms
- control policy
- approximate dynamic programming