Multi-agent deep reinforcement learning for task offloading in group distributed manufacturing systems.
Jianyu XiongPeng GuoYi WangXiangyin MengJian ZhangLinmao QianZhenglin YuPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- manufacturing systems
- multi agent
- reinforcement learning
- holonic manufacturing systems
- petri net
- cooperative
- deadlock detection
- manufacturing environment
- complex systems
- manufacturing processes
- flexible manufacturing systems
- multi agent systems
- quality control
- shop floor
- multi agent coordination
- manufacturing cell
- multi agent architecture
- machine learning
- function approximation
- multiagent systems
- multi agent environments
- learning agents
- autonomous agents
- multi agent reinforcement learning
- reinforcement learning algorithms
- production cost
- manufacturing enterprises
- intelligent agents
- multiagent reinforcement learning
- distributed systems
- assembly line
- control structure
- single agent
- multiple agents
- software agents
- manufacturing process
- multi agent planning
- distributed database systems