henry-yeh / GLOP
[AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time
☆82Updated 3 months ago
Alternatives and similar repositories for GLOP:
Users that are interested in GLOP are comparing it to the libraries listed below
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆74Updated 3 months ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆50Updated last year
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆51Updated 11 months ago
- This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", whic…☆46Updated 9 months ago
- ☆38Updated last year
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆52Updated 10 months ago
- ☆55Updated 3 weeks ago
- Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…☆21Updated 11 months ago
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆67Updated 8 months ago
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆25Updated last month
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆66Updated 3 weeks ago
- Neural Network for solving challenging Combinatorial Optimization Problems☆50Updated 2 weeks ago
- [NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems☆26Updated 3 weeks ago
- PyTorch code for the NAR4TSP.☆20Updated 5 months ago
- Official Implementation of the paper: INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer☆18Updated 9 months ago
- ☆21Updated last year
- Official implementation of paper "Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Sc…☆19Updated 9 months ago
- Efficient Active Search☆49Updated 3 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆99Updated 2 years ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆186Updated 2 years ago
- Official implementation of H-TSP (AAAI2023)☆49Updated last month
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆98Updated 10 months ago
- Deep Reinforced Multi-Pointer Transformer forthe Traveling Salesman Problem☆36Updated 3 years ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆155Updated 6 months ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆61Updated 3 years ago
- ☆29Updated last week
- PARCO: Parallel AutoRegressive Combinatorial Optimization☆20Updated 7 months ago
- ☆51Updated 3 years ago
- ☆42Updated 2 months ago
- ☆25Updated last year