proroklab / gnngls
Code accompanying the paper Graph Neural Network Guided Local Search for the Traveling Salesperson Problem
☆25Updated 2 years ago
Alternatives and similar repositories for gnngls:
Users that are interested in gnngls are comparing it to the libraries listed below
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆48Updated last year
- Efficient Active Search☆48Updated 3 years ago
- ☆131Updated 2 years ago
- ☆72Updated 2 years ago
- ☆39Updated last year
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆51Updated 10 months ago
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆21Updated last week
- Official implementation of H-TSP (AAAI2023)☆46Updated this week
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆97Updated last year
- PARCO: Parallel AutoRegressive Combinatorial Optimization☆19Updated 6 months ago
- [ICML'24 Oral] Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems☆32Updated 7 months ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆52Updated 9 months ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆64Updated last month
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆58Updated 2 years ago
- ☆41Updated last month
- [AAMAS 2025] CAMP: Collaborative Attention Model with Profiles for Vehicle Routing Problems☆19Updated 2 months ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆41Updated 8 months ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆50Updated 4 years ago
- ☆51Updated 3 years ago
- ☆20Updated 3 years ago
- Neural Network for solving challenging Combinatorial Optimization Problems☆48Updated last week
- Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…☆21Updated 10 months ago
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆24Updated this week
- ☆21Updated 2 years ago
- Official Implementation of the paper: INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer☆17Updated 8 months ago
- Public version of the decentralized, attention-based mTSP code☆36Updated 3 years ago
- Detian Kong, Yining Ma, Zhiguang Cao, Tianshu Yu and Jianhua Xiao, "Efficient Neural Collaborative Search for Pickup and Delivery Problem…☆10Updated last month
- ☆25Updated last year
- ☆17Updated 5 months ago
- DPDP☆100Updated 2 years ago