Reinforcement Learning - Overview of recent progress and implications for process control.
Joohyun ShinThomas A. BadgwellKuang-Hung LiuJay H. LeePublished in: Comput. Chem. Eng. (2019)
Keyphrases
- recent progress
- process control
- reinforcement learning
- control system
- product quality
- intelligent control
- function approximation
- semiconductor manufacturing
- manufacturing process
- state space
- reinforcement learning algorithms
- autonomous learning
- multi agent
- machine learning
- robotic control
- neural network
- control charts
- function approximators
- multi agent reinforcement learning
- markov decision processes
- optimal policy
- learning process
- genetic algorithm
- model free
- control algorithm
- transition model
- real time