A simulation-deep reinforcement learning (SiRL) approach for epidemic control optimization.
Sabah BushajXuecheng YinArjeta BeqiriDonald AndrewsI. Esra BüyüktahtakinPublished in: Ann. Oper. Res. (2023)
Keyphrases
- reinforcement learning
- control problems
- optimal control
- control strategies
- function approximation
- robot control
- optimization algorithm
- global optimization
- constrained optimization
- optimization problems
- optimal policy
- optimization method
- control policy
- control theory
- public health
- robocup soccer
- matlab simulink
- multi agent
- machine learning
- simulation model
- dynamic programming
- optimization process
- adaptive control
- evolutionary algorithm
- learning process
- multi objective
- discrete event
- markov decision processes
- neural network controller