DeepMAG: Deep reinforcement learning with multi-agent graphs for flexible job shop scheduling.
Jia-Dong ZhangZhixiang HeWing-Ho ChanChi-Yin ChowPublished in: Knowl. Based Syst. (2023)
Keyphrases
- job shop scheduling
- reinforcement learning
- multi agent
- job shop scheduling problem
- scheduling problem
- combinatorial optimization problems
- graph model
- multi agent systems
- multi agent environments
- graph coloring
- learning algorithm
- learning agents
- reinforcement learning agents
- multiple agents
- state space
- dynamic programming
- bipartite graph
- resource constraints
- markov decision processes
- machine learning
- directed graph
- combinatorial optimization
- tabu search
- optimal policy
- special case