Multi-agent PPO with Petri-net MDP and basis reachability graph is applied to dynamic FMS scheduling and reported to outperform conventional approaches on simulated dynamic events.
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
Multi-agent PPO with Petri-net MDP and basis reachability graph is applied to dynamic FMS scheduling and reported to outperform conventional approaches on simulated dynamic events.