A reinforcement learning based approach for multi-projects scheduling in cloud manufacturing.
Shengkai ChenShuiliang FangRenzhong TangPublished in: Int. J. Prod. Res. (2019)
Keyphrases
- reinforcement learning
- manufacturing environment
- case study
- wafer fabrication
- scheduling problem
- state space
- shop floor
- production planning
- cloud computing
- function approximation
- virtual machine
- quality control
- learning process
- scheduling algorithm
- markov decision processes
- round robin
- material handling
- learning algorithm
- software projects
- manufacturing systems
- model free
- semiconductor manufacturing
- multi agent