A dosing strategy model of deep deterministic policy gradient algorithm for sepsis patients.
Tianlai LinXinjue ZhangJianbing GongRundong TanWeiming LiLijun WangYingxia PanXiang XuJunhui GaoPublished in: BMC Medical Informatics Decis. Mak. (2023)
Keyphrases
- cost function
- probabilistic model
- dynamic programming
- objective function
- learning algorithm
- optimal solution
- np hard
- policy gradient
- expectation maximization
- mathematical model
- search space
- natural gradient
- approximation methods
- model free
- optimization method
- kalman filter
- monte carlo
- particle filter
- simulated annealing
- worst case
- multi agent