yimengmin / UTSPLinks
code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem
☆56Updated last year
Alternatives and similar repositories for UTSP
Users that are interested in UTSP are comparing it to the libraries listed below
Sorting:
- Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…☆23Updated last year
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆97Updated 9 months ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆88Updated 5 months ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆57Updated 5 months ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆51Updated last year
- Official Implementation of the paper: INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer☆23Updated last year
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆36Updated 7 months ago
- ☆79Updated 3 years ago
- Neural Combinatorial Optimization☆77Updated this week
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆57Updated 3 weeks ago
- ☆133Updated 3 years ago
- ☆31Updated last year
- ☆73Updated this week
- ☆44Updated 6 months ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆221Updated 3 years ago
- ☆41Updated 2 years ago
- Official implementation of H-TSP (AAAI2023)☆55Updated 7 months ago
- PyTorch code for the NAR4TSP.☆26Updated last year
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆28Updated 8 months ago
- Efficient Active Search☆53Updated 3 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆116Updated last year
- ☆27Updated 2 years ago
- [TMLR 2025 + ICML 2024 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆98Updated 2 months ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆174Updated last year
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆119Updated 2 years ago
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆27Updated 5 months ago
- Self-Labeling the Job Shop Scheduling Problem☆17Updated last year
- [NeurIPS 2025] PARCO: Parallel AutoRegressive Combinatorial Optimization☆32Updated 2 weeks ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆227Updated last year
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆40Updated 7 months ago