Explainable reinforcement learning in production control of job shop manufacturing system.
Andreas KuhnleMarvin Carl MayLouis SchäferGisela LanzaPublished in: Int. J. Prod. Res. (2022)
Keyphrases
- manufacturing systems
- production scheduling
- job shop
- shop floor
- process planning and scheduling
- flexible manufacturing systems
- reinforcement learning
- manufacturing processes
- manufacturing environment
- control structure
- raw material
- quality control
- production cost
- petri net
- job shop scheduling
- job shop scheduling problem
- manufacturing process
- complex systems
- scheduling problem
- production rate
- optimal production
- resource constrained
- optimal control
- control system
- process control
- single machine
- global optimization
- optimal policy
- dynamic programming
- multi agent