Knowledge-enhanced reinforcement learning for multi-machine integrated production and maintenance scheduling.
Jueming HuHaiyan WangHsiu-Khuern TangTakuya KanazawaChetan GuptaAhmed K. FarahatPublished in: Comput. Ind. Eng. (2023)
Keyphrases
- preventive maintenance
- reinforcement learning
- domain knowledge
- scheduling problem
- batch processing
- expert systems
- knowledge base
- knowledge representation
- knowledge discovery
- function approximation
- knowledge sharing
- shop floor
- parallel machines
- knowledge acquisition
- case based reasoning
- state space
- production system
- single machine
- scheduling algorithm
- domain experts
- long run
- production planning
- complex domains
- dynamic programming
- scheduling jobs