2026
Combination-of-Experts with Knowledge Sharing for Cross-Task Vehicle Routing Problems
ICLR 2026poster
Recent neural methods have shown promise in generalizing across various vehicle routing problems (VRPs). These methods adopt either a fully-shared dense model across all VRP tasks (i.e., variants) or a mixture-of-experts model that assigns node embeddings within each task instance to different exper…