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DeepMAG: Deep reinforcement learning with multi-agent graphs for flexible job shop scheduling

Jia-Dong Zhang, Zhixiang He, Wing-Ho Chan, Chi-Yin Chow

2022Knowledge-Based Systems103 citationsDOI

Topics & Concepts

Reinforcement learningComputer scienceJob shopScheduling (production processes)Artificial intelligenceJob shop schedulingMachine learningDistributed computingRouting (electronic design automation)Flow shop schedulingEngineeringOperations managementEmbedded systemScheduling and Optimization AlgorithmsAssembly Line Balancing OptimizationReinforcement Learning in Robotics
DeepMAG: Deep reinforcement learning with multi-agent graphs for flexible job shop scheduling | Litcius