The official implementation of "RouteExplainer: An Explanation Framework for Vehicle Routing Problem" (PAKDD 2024, oral)
☆17Apr 5, 2024Updated last year
Alternatives and similar repositories for route-explainer
Users that are interested in route-explainer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆31Dec 3, 2025Updated 3 months ago
- [NeurIPS 2025] PARCO: Parallel AutoRegressive Combinatorial Optimization☆44Dec 3, 2025Updated 3 months ago
- code for graph2route☆18Jul 24, 2025Updated 7 months ago
- [ICLR 2025] Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling☆17Oct 20, 2025Updated 5 months ago
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆29Jan 22, 2026Updated 2 months ago
- [NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"☆21Nov 16, 2024Updated last year
- DPDP☆105Jan 2, 2023Updated 3 years ago
- Neural Destruction Search for Vehicle Routing Problems☆18Oct 6, 2025Updated 5 months ago
- multi-task learning for routing problem☆24Dec 2, 2025Updated 3 months ago
- COMPASS: Combinatorial Optimization with Policy Adaptation using Latent Space Search☆42Jun 21, 2024Updated last year
- ☆28Nov 5, 2023Updated 2 years ago
- Official implementation of paper "Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling"☆66Feb 23, 2025Updated last year
- Representing CP problems as graphs☆20Dec 18, 2024Updated last year
- Codes for AAAI22 paper "Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum"☆23Mar 3, 2022Updated 4 years ago
- [TMLR 2025 + ICML 2024 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆111Dec 3, 2025Updated 3 months ago
- ☆17Jul 2, 2024Updated last year
- [NeurIPS 2024 Datasets and Benchmarks Track] Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime☆24Mar 27, 2025Updated 11 months ago
- Code for SIGKDD2025 paper: An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem☆14Jan 28, 2025Updated last year
- [IROS 2024] EPH: Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding☆57Oct 8, 2024Updated last year
- [ICML 2023] Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optim…☆10Dec 19, 2023Updated 2 years ago
- Recent research papers about Foundation Models for Combinatorial Optimization☆490Mar 15, 2026Updated last week
- ☆12Aug 4, 2023Updated 2 years ago
- Official Implementation of the paper: INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer☆26Jul 4, 2024Updated last year
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆41Apr 6, 2025Updated 11 months ago
- ML4CO-Bench-101: Benchmark Machine Learning for Classic Combinatorial Problems on Graphs.☆42Nov 17, 2025Updated 4 months ago
- ☆12Feb 26, 2024Updated 2 years ago
- PyTorch code for the NAR4TSP.☆28Oct 31, 2024Updated last year
- ☆47May 14, 2025Updated 10 months ago
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆101Jan 25, 2025Updated last year
- [NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization☆73Jul 2, 2025Updated 8 months ago
- The official implementation of "Electric Vehicle Routing for Emergency Power Supply with Deep Reinforcement Learning" (AAMAS 2024, extend…☆19Apr 8, 2024Updated last year
- The collection of my research papers' illustrations.☆19Oct 15, 2023Updated 2 years ago
- Detian Kong, Yining Ma, Zhiguang Cao, Tianshu Yu and Jianhua Xiao, "Efficient Neural Collaborative Search for Pickup and Delivery Problem…☆16Feb 11, 2025Updated last year
- ☆46Apr 30, 2025Updated 10 months ago
- Self-Labeling the Job Shop Scheduling Problem☆20Jun 26, 2024Updated last year
- Fast and exact ILP-based solvers for the Minimum Flow Decomposition problem, and variants of it.☆14Dec 4, 2025Updated 3 months ago
- TSP benchmark problem generator written in pure R.☆27Jun 29, 2021Updated 4 years ago
- ☆43Nov 17, 2023Updated 2 years ago
- ☆10Apr 21, 2021Updated 4 years ago