Deep reinforcement learning based AGVs real-time scheduling with mixed rule for flexible shop floor in industry 4.0.
Hao HuXiaoliang JiaQixuan HeShifeng FuKuo LiuPublished in: Comput. Ind. Eng. (2020)
Keyphrases
- shop floor
- reinforcement learning
- manufacturing systems
- flexible manufacturing systems
- real time
- supply chain management
- control architecture
- multi criteria
- case study
- material handling
- dynamically changing
- multi agent
- production planning
- optimal policy
- supply chain
- optimal control
- conceptual design
- machine vision
- markov decision processes
- petri net
- learning algorithm