Optimization of Dry Weight Assessment in Hemodialysis Patients via Reinforcement Learning.
Ziyue YangYu TianTianshu ZhouYilin ZhuPing ZhangJianghua ChenJingsong LiPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- reinforcement learning
- quality assessment
- post treatment
- global optimization
- optimization problems
- learning algorithm
- multi agent
- clinical trials
- clinical data
- medical data
- optimization process
- state space
- function approximation
- optimal policy
- optimization algorithm
- decision support system
- learning process
- optimization methods
- machine learning
- combinatorial optimization
- optimization method
- model free
- reinforcement learning algorithms
- temporal abstractions
- medical doctors