Solving flexible job shop scheduling problems via deep reinforcement learning
Erdong Yuan, Liejun Wang, Shuli Cheng, Shiji Song, Wei Fan, Yongming Li
Topics & Concepts
Computer scienceReinforcement learningScheduling (production processes)Artificial intelligenceJob shop schedulingJob shopMachine learningEmbeddingPerceptronRepresentation (politics)GeneralizationFlow shop schedulingMathematical optimizationArtificial neural networkScheduleMathematicsMathematical analysisPolitical sciencePoliticsLawOperating systemScheduling and Optimization AlgorithmsAdvanced Manufacturing and Logistics OptimizationAssembly Line Balancing Optimization