2 papers
cs.CV2026
Vision-Assisted Foundation Model for Solving Multi-Task Vehicle Routing Problems
Shuangchun Gui, Zhiguang Cao, Wen Song +1
Multi-task vehicle routing problems play a critical role in enhancing efficiency across various industries and service sectors. These problems consist of multiple variants that opt…
cs.AI2026
Chain-of-Context Learning: Dynamic Constraint Understanding for Multi-Task VRPs
Shuangchun Gui, Suyu Liu, Xuehe Wang +1
Multi-task Vehicle Routing Problems (VRPs) aim to minimize routing costs while satisfying diverse constraints. Existing solvers typically adopt a unified reinforcement learning (RL…