2 papers
cs.LG2026
Reinforcement Learning-Guided Dynamic Multi-Graph Fusion for Evacuation Traffic Prediction
Md Nafees Fuad Rafi, Samiul Hasan
Real-time traffic prediction is critical for managing transportation systems during hurricane evacuations. Although data-driven graph-learning models have demonstrated strong capab…
stat.ME2026
Multi-agent Optimization of Non-cooperative Multimodal Mobility Systems
Md Nafees Fuad Rafi, Zhaomiao Guo
While multimodal mobility systems have the potential to bring many benefits to travelers, drivers, the environment, and traffic congestion, such systems typically involve multiple…