An Optimal Policy for Patient Laboratory Tests in Intensive Care Units.
Li-Fang ChengNiranjani PrasadBarbara E. EngelhardtPublished in: CoRR (2018)
Keyphrases
- optimal policy
- intensive care units
- intensive care
- monitoring system
- intensive care unit
- markov decision processes
- dynamic programming
- long run
- reinforcement learning
- state space
- state dependent
- finite horizon
- patient data
- multistage
- sufficient conditions
- infinite horizon
- decision support
- average reward
- bayesian reinforcement learning
- serial inventory systems
- health care
- markov decision process
- decision support system
- inventory level
- lost sales
- computer assisted
- production system
- knowledge discovery
- learning algorithm