Learning-based Online Optimization for Autonomous Mobility-on-Demand Fleet Control. - Kai Jungel; Axel Parmentier; Maximilian Schiffer; Thibaut Vidal (CoRR, 2023)

Combinatorial Optimization-Enriched Machine Learning to Solve the Dynamic Vehicle Routing Problem with Time Windows. - Léo Baty; Kai Jungel; Patrick S. Klein; Axel Parmentier; Maximilian Schiffer (Transp. Sci., 2024)

WardropNet: Traffic Flow Predictions via Equilibrium-Augmented Learning. - Kai Jungel; Dario Paccagnan; Axel Parmentier; Maximilian Schiffer (ICLR, 2025)