Real-Time Scheduling for Flexible Job Shop With AGVs Using Multiagent Reinforcement Learning and Efficient Action Decoding

Yuxin Li; Qingzheng Wang; Xinyu Li; Liang Gao; Ling Fu; Yanbin Yu; Wei Zhou

doi:10.1109/tsmc.2024.3520381

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Real-Time Scheduling for Flexible Job Shop With AGVs Using Multiagent Reinforcement Learning and Efficient Action Decoding

Yuxin Li Qingzheng Wang Xinyu Li Liang Gao Ling Fu Yanbin Yu Wei Zhou

Year: 2025 Journal: IEEE Transactions on Systems Man and Cybernetics Systems Vol: 55 (3)Pages: 2120-2132 Publisher: Institute of Electrical and Electronics Engineers

DOI: 10.1109/tsmc.2024.3520381

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Keywords:

Reinforcement learning Scheduling (production processes) Computer science Decoding methods Job shop Reinforcement Flow shop scheduling Job shop scheduling Action (physics) Artificial intelligence Schedule Engineering Operations management Algorithm Structural engineering Operating system

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Scheduling and Optimization Algorithms

Physical Sciences → Engineering → Industrial and Manufacturing Engineering

Advanced Manufacturing and Logistics Optimization

Physical Sciences → Engineering → Industrial and Manufacturing Engineering

Real-Time Scheduling for Flexible Job Shop With AGVs Using Multiagent Reinforcement Learning and Efficient Action Decoding

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