Develops ARMD framework with MAPPO for decentralized MCT allocation and spatio-temporal predictors for dynamic routing, showing up to 71.1% risk reduction in simulated hurricane evacuations versus baselines.
Mobile charging station placements in internet of electric vehicles: A federated learning approach.IEEE Transactions on Intelligent Transportation Systems, 23(12):24561–24577
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Dynamic Deployment of Mobile Charging Trucks During Natural Disaster Evacuation: An Offline-to-Online Framework
Develops ARMD framework with MAPPO for decentralized MCT allocation and spatio-temporal predictors for dynamic routing, showing up to 71.1% risk reduction in simulated hurricane evacuations versus baselines.