Solving job scheduling problems in a resource preemption environment with multi-agent reinforcement learning
Xiaohan Wang, Zhang Li, Ting-Yu Lin, Chun Zhao, Kunyu Wang, Zhen Chen
Topics & Concepts
PreemptionReinforcement learningComputer scienceJob shop schedulingScheduling (production processes)Two-level schedulingDistributed computingDynamic priority schedulingRate-monotonic schedulingFair-share schedulingMarkov decision processJob shopFlow shop schedulingArtificial intelligenceIndustrial engineeringOperations researchMathematical optimizationEngineeringMarkov processScheduleStatisticsMathematicsOperating systemScheduling and Optimization AlgorithmsAdvanced Manufacturing and Logistics OptimizationAssembly Line Balancing Optimization