Learning Cost-Effective Treatment Regimes using Markov Decision Processes.
Himabindu LakkarajuCynthia RudinPublished in: CoRR (2016)
Keyphrases
- cost effective
- markov decision processes
- reinforcement learning
- low cost
- state space
- learning algorithm
- cost effectiveness
- stochastic games
- decision theoretic planning
- dynamic programming
- reinforcement learning algorithms
- real time dynamic programming
- real time
- model based reinforcement learning
- state abstraction
- partially observable
- finite state
- learning tasks
- optimal policy
- supervised learning
- learning agent
- average reward
- linear programming