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Real-time data-driven dynamic scheduling for flexible job shop with insufficient transportation resources using hybrid deep Q network

Yuxin Li, Wenbin Gu, Minghai Yuan, Yaming Tang

2021Robotics and Computer-Integrated Manufacturing244 citationsDOI

Topics & Concepts

Job shopComputer scienceJob shop schedulingScheduling (production processes)Reinforcement learningMarkov decision processGeneralityDynamic priority schedulingMathematical optimizationArtificial intelligenceOperations researchFlow shop schedulingIndustrial engineeringDistributed computingMarkov processEngineeringOperating systemPsychologyPsychotherapistScheduleStatisticsMathematicsScheduling and Optimization AlgorithmsDigital Transformation in IndustryAdvanced Manufacturing and Logistics Optimization
Real-time data-driven dynamic scheduling for flexible job shop with insufficient transportation resources using hybrid deep Q network | Litcius