Dynamic job shop scheduling based on deep reinforcement learning for multi-agent manufacturing systems.
Yi ZhangHaihua ZhuDunbing TangTong ZhouYong GuiPublished in: Robotics Comput. Integr. Manuf. (2022)
Keyphrases
- manufacturing systems
- job shop scheduling
- reinforcement learning
- multi agent
- job shop scheduling problem
- petri net
- manufacturing environment
- scheduling problem
- complex systems
- manufacturing processes
- job shop
- combinatorial optimization problems
- learning algorithm
- cooperative
- holonic manufacturing systems
- manufacturing cell
- state space
- multi agent systems
- software agents
- learning agents
- optimal policy
- simulated annealing
- shop floor
- machine learning