Dynamic job-shop scheduling in smart manufacturing using deep reinforcement learning
Libing Wang, Xin Hu, Yin Wang, Sujie Xu, Shijun Ma, Kexin Yang, Zhijun Liu, Weidong Wang
Topics & Concepts
Computer scienceReworkDynamic priority schedulingReinforcement learningFlow shop schedulingJob shop schedulingFair-share schedulingRate-monotonic schedulingTwo-level schedulingScheduling (production processes)Job shopLottery schedulingIndustrial engineeringDistributed computingMathematical optimizationOperations researchArtificial intelligenceEmbedded systemScheduleEngineeringOperating systemMathematicsRouting (electronic design automation)Scheduling and Optimization AlgorithmsAdvanced Manufacturing and Logistics OptimizationOptimization and Search Problems