Optimal Treatment Strategies for Critical Patients with Deep Reinforcement Learning.
Simi JobXiaohui TaoLin LiHaoran XieTaotao CaiJianming YongQing LiPublished in: ACM Trans. Intell. Syst. Technol. (2024)
Keyphrases
- reinforcement learning
- optimal strategy
- medical treatment
- dynamic programming
- optimal control
- medical care
- multi agent
- clinical information
- cancer patients
- clinical diagnosis
- medical data
- markov decision processes
- worst case
- optimal solution
- medical practitioners
- real patient data
- liver disease
- medical doctors
- acute myocardial infarction
- exploration strategy
- clinical studies
- diagnostic tool
- disease progression
- learning agents
- clinical data
- optimal policy