Simulation and deep reinforcement learning for adaptive dispatching in semiconductor manufacturing systems.
Ahmed H. SakrAyman AboElHassanSoumaya YacoutSamuel BassettoPublished in: J. Intell. Manuf. (2023)
Keyphrases
- manufacturing systems
- reinforcement learning
- flexible manufacturing systems
- manufacturing environment
- quality control
- petri net
- manufacturing processes
- complex systems
- shop floor
- simulation model
- manufacturing process
- holonic manufacturing systems
- control structure
- mathematical model
- production scheduling
- function approximation
- manufacturing cell
- dynamic programming
- machine learning
- production cost
- semiconductor manufacturing
- state space