Intelligent Scheduling for Group Distributed Manufacturing Systems: Harnessing Deep Reinforcement Learning in Cloud-Edge Cooperation.
Peng GuoJianyu XiongYi WangXiangyin MengLinmao QianPublished in: IEEE Trans. Emerg. Top. Comput. Intell. (2024)
Keyphrases
- manufacturing systems
- flexible manufacturing systems
- reinforcement learning
- manufacturing environment
- shop floor
- multi agent
- holonic manufacturing systems
- manufacturing cell
- deadlock detection
- cooperative
- petri net
- production scheduling
- agent technology
- meeting scheduling
- manufacturing processes
- multi agent systems
- distributed systems
- quality control
- manufacturing enterprises
- complex systems
- cloud computing
- computing platform
- learning capabilities
- control structure
- state space
- scheduling problem
- cell formation
- edge detection
- collective intelligence
- distributed problem solving
- map reduce
- peer to peer
- distributed computing
- virtual machine
- learning algorithm
- dynamic programming
- load balancing
- contract net protocol
- material handling
- real time
- scheduling algorithm
- autonomous agents