Predictive scheduling of wet flue gas desulfurization system based on reinforcement learning.
Zhuang ShaoFengqi SiDaniel KudenkoPeng WangXiaozhong TongPublished in: Comput. Chem. Eng. (2020)
Keyphrases
- reinforcement learning
- scheduling problem
- scheduling algorithm
- genetic algorithm
- function approximation
- reinforcement learning algorithms
- state space
- round robin
- temporal difference
- markov decision processes
- optimal policy
- machine learning
- monte carlo
- scheduling strategy
- action space
- genetic search
- data mining
- predictive model
- model free
- multi agent
- dynamic programming
- resource allocation
- supervised learning
- reinforcement learning methods
- dynamic scheduling
- multi agent reinforcement learning
- temporal difference learning
- optimal control
- markov decision process
- action selection
- parallel machines
- resource constraints
- data sets
- neural network