Concepedia

Dynamic job shop scheduling based on deep reinforcement learning for multi-agent manufacturing systems

Yi Zhang, Haihua Zhu, Dunbing Tang, Tong Zhou, Yong Gui

Robotics and Computer-Integrated Manufacturing · 2022 · 239 citations · 41 references

Concepts

ManagementIndustrial EngineeringManufacturing EngineeringArtificial IntelligenceMachine LearningProduction PlanningDynamic SchedulingJob SequencingJob Shop SchedulingPolicy LearningProduction SchedulingReinforcement LearningDeep Reinforcement LearningMachine Learning For Production SystemsMulti-agent LearningMulti-agent Reinforcement LearningMulti-agent SchedulingReinforcement Learning For Scheduling

References

41

Dynamic models of segregation†

Thomas C. Schelling · Journal of Mathematical Sociology · 1971 · 4.9K citations

Social Sciences, Social Psychology, Sociology +14

Data-driven smart manufacturing

Fei Tao, Qinglin Qi, Ang Liu et al. · Journal of Manufacturing Systems · 2018 · 1.7K citations

Reference architecture for holonic manufacturing systems: PROSA

Hendrik Van Brussel, Jo Wyns, Paul Valckenaers et al. · Computers in Industry · 1998 · 1.4K citations

Engineering, Manufacturing Engineering, Systems Engineering +12

Smart manufacturing

Andrew Kusiak · International Journal of Production Research · 2017 · 1.2K citations

Engineering, Industrial Engineering, Manufacturing Engineering +17

Agent-Based Systems for Manufacturing

László Monostori, József Váncza, S.R.T. Kumara · CIRP Annals · 2006 · 683 citations

Engineering, Manufacturing Engineering, Systems Engineering +12