proroklab / gnnglsLinks
Code accompanying the paper Graph Neural Network Guided Local Search for the Traveling Salesperson Problem
☆29Updated 2 years ago
Alternatives and similar repositories for gnngls
Users that are interested in gnngls are comparing it to the libraries listed below
Sorting:
- ☆131Updated 2 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆52Updated 3 months ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆114Updated 2 years ago
- ☆79Updated 3 years ago
- Efficient Active Search☆52Updated 3 years ago
- Official implementation of H-TSP (AAAI2023)☆52Updated 5 months ago
- PyTorch code for the NAR4TSP.☆25Updated 10 months ago
- ☆108Updated 5 years ago
- Deep Reinforced Multi-Pointer Transformer forthe Traveling Salesman Problem☆41Updated 3 years ago
- ☆43Updated 4 months ago
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆54Updated last year
- ☆41Updated last year
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆27Updated 6 months ago
- Public version of the decentralized, attention-based mTSP code☆36Updated 3 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆114Updated last year
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆53Updated 4 years ago
- [TMLR'25 + ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆86Updated this week
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆30Updated 5 months ago
- Detian Kong, Yining Ma, Zhiguang Cao, Tianshu Yu and Jianhua Xiao, "Efficient Neural Collaborative Search for Pickup and Delivery Problem…☆14Updated 7 months ago
- Official Implementation of the paper: INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer☆23Updated last year
- ☆56Updated 2 years ago
- [AAMAS 2025 Oral] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆23Updated 3 months ago
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆97Updated 2 years ago
- ☆54Updated 4 years ago
- Neural Combinatorial Optimization☆68Updated this week
- Algorithms for the Orienteering Problem☆41Updated 4 months ago
- DPDP☆101Updated 2 years ago
- PARCO: Parallel AutoRegressive Combinatorial Optimization☆26Updated 4 months ago
- Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…☆22Updated last year
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆60Updated 2 years ago