Skip to content
conftrace_

vehicle routing problem

41 papers

VRP

Papers

Bridging Synthetic and Real Routing Problems via LLM-Guided Instance Generation and Progressive Adaptation AAAI 2026 Elite Pattern Reinforcement for Vehicle Routing Problems AAAI 2026 Improved Algorithms for Trip-Vehicle Assignment in Ride-Sharing AAAI 2026 Multi-Agent Pointer Transformer: Seq-to-Seq Reinforcement Learning for Multi-Vehicle Dynamic Pickup-Delivery Problems AAAI 2026 USPR: Learning a Unified Solver for Profiled Routing AAAI 2026 Boosting Neural Combinatorial Optimization for Large-Scale Vehicle Routing Problems ICLR 2025 CaDA: Cross-Problem Routing Solver with Constraint-Aware Dual-Attention ICML 2025 Destroy and Repair Using Hyper-Graphs for Routing AAAI 2025 DGL: Dynamic Global-Local Information Aggregation for Scalable VRP Generalization with Self-Improvement Learning IJCAI 2025 DRoC: Elevating Large Language Models for Complex Vehicle Routing via Decomposed Retrieval of Constraints ICLR 2025 EFormer: An Effective Edge-based Transformer for Vehicle Routing Problems IJCAI 2025 FFCG: Effective and Fast Family Column Generation for Solving Large-Scale Linear Program AAAI 2025 Preference-based Deep Reinforcement Learning for Historical Route Estimation IJCAI 2025 Rethinking Light Decoder-based Solvers for Vehicle Routing Problems ICLR 2025 A Neural Column Generation Approach to the Vehicle Routing Problem with Two-Dimensional Loading and Last-In-First-Out Constraints IJCAI 2024 Cross-Problem Learning for Solving Vehicle Routing Problems IJCAI 2024 Deploying Mobility-On-Demand for All by Optimizing Paratransit Services IJCAI 2024 Distilling Autoregressive Models to Obtain High-Performance Non-autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed AAAI 2024 Learning to Handle Complex Constraints for Vehicle Routing Problems NeurIPS 2024 MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts ICML 2024 Neural Combinatorial Optimization for Robust Routing Problem with Uncertain Travel Times NeurIPS 2024 Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferrable Local Policy IJCAI 2024 BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization NeurIPS 2023 Combinatorial Optimization with Policy Adaptation using Latent Space Search NeurIPS 2023 Ensemble-based Deep Reinforcement Learning for Vehicle Routing Problems under Distribution Shift NeurIPS 2023