Designing an adaptive production control system using reinforcement learning.
Andreas KuhnleJan-Philipp KaiserFelix TheißNicole StrickerGisela LanzaPublished in: J. Intell. Manuf. (2021)
Keyphrases
- control system
- reinforcement learning
- manufacturing process
- function approximation
- process control
- learning algorithm
- machine learning
- model free
- fuzzy logic
- fuzzy control
- optimal policy
- production process
- closed loop
- production system
- real environment
- state space
- product quality
- robotic control
- control algorithm
- markov decision processes
- quality control
- control law
- fuzzy controller
- action selection
- control method
- action space
- intelligent control
- learning problems
- learning tasks
- raw material
- learning process