chaitjo / learning-tspLinks
Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)
☆235Updated 4 years ago
Alternatives and similar repositories for learning-tsp
Users that are interested in learning-tsp are comparing it to the libraries listed below
Sorting:
- Code for TSP Transformer☆190Updated 4 years ago
- ☆131Updated 2 years ago
- Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Sessi…☆324Updated 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
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆209Updated 2 years ago
- DPDP☆101Updated 2 years ago
- ☆79Updated 3 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆380Updated 3 years ago
- ☆108Updated 5 years ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆220Updated last year
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆85Updated 3 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆52Updated 3 months ago
- Efficient Active Search☆52Updated 3 years ago
- ☆163Updated 5 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆80Updated 4 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆114Updated 2 years ago
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆54Updated last year
- Official implementation of H-TSP (AAAI2023)☆52Updated 5 months ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆82Updated 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
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆137Updated 3 years ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆195Updated 5 years ago
- [TMLR'25 + ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆86Updated this week
- codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"☆71Updated 3 years ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆168Updated 11 months ago
- Neural Combinatorial Optimization☆67Updated last week
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆92Updated 7 months ago
- ☆42Updated 4 months ago
- Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem☆47Updated last year
- [ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"☆75Updated 3 months ago