A multi-agent double Deep-Q-network based on state machine and event stream for flexible job shop scheduling problem
Minghai Yuan, Hanyu Huang, Zichen Li, Chenxi Zhang, Fengque Pei, Wenbin Gu
Topics & Concepts
Reinforcement learningComputer scienceScheduling (production processes)Markov decision processJob shop schedulingJob shopMathematical optimizationArtificial intelligenceEvent (particle physics)Distributed computingFlow shop schedulingMarkov processMathematicsSchedulePhysicsOperating systemStatisticsQuantum mechanicsScheduling and Optimization AlgorithmsAdvanced Control Systems OptimizationAdvanced Manufacturing and Logistics Optimization