The work applies multi-agent PPO with timed Petri nets and basis reachability graphs to produce dynamic schedules for flexible manufacturing systems that respond to order arrivals, cancellations, and machine failures.
Scheduling of flexible manufacturing systems based on place-timed Petri nets and basis reachability graphs,
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Dynamic Scheduling for Flexible Manufacturing Systems Based on Multi-Agent Deep Reinforcement Learning and Petri Nets
The work applies multi-agent PPO with timed Petri nets and basis reachability graphs to produce dynamic schedules for flexible manufacturing systems that respond to order arrivals, cancellations, and machine failures.