Data-Driven Flotation Industrial Process Operational Optimal Control Based on Reinforcement Learning.
Yi JiangJialu FanTianyou ChaiJinna LiFrank L. LewisPublished in: IEEE Trans. Ind. Informatics (2018)
Keyphrases
- optimal control
- industrial process
- soft sensor
- data driven
- reinforcement learning
- industrial processes
- control problems
- feedback control
- dynamic programming
- control strategy
- infinite horizon
- class of nonlinear systems
- function approximation
- actor critic
- reinforcement learning algorithms
- control law
- model free
- linear quadratic
- optimal control problems
- rl algorithms
- policy gradient
- machine learning
- quality improvement
- temporal difference
- decision making
- induction motor
- control strategies
- dynamic model
- optimal policy
- state space
- learning algorithm
- neural network