Optimisation of Matrix Production System Reconfiguration with Reinforcement Learning.
Leonhard CzarnetzkiCatherine LaflammeChristoph HalbwidlLisa Charlotte GüntherThomas SobottkaDaniel BachlechnerPublished in: KI (2023)
Keyphrases
- production system
- reinforcement learning
- multistage
- production process
- multiprocessor architecture
- certainty factor
- function approximation
- optimal policy
- production rules
- production line
- markov decision processes
- state space
- manufacturing systems
- machine learning
- learning algorithm
- lot streaming
- production rate
- simulation software
- artificial intelligence
- expert systems
- control structure
- production capacity
- cost function
- dynamic programming
- simulated annealing