chaitjo / learning-tspLinks
Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)
☆238Updated 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:
- ☆133Updated 3 years ago
- Code for TSP Transformer☆193Updated 4 years ago
- Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Sessi…☆327Updated 3 years ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆219Updated 3 years ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆227Updated last year
- ☆79Updated 3 years ago
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆56Updated last year
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆116Updated last year
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆57Updated 5 months ago
- Efficient Active Search☆53Updated 3 years ago
- ☆109Updated 5 years ago
- DPDP☆102Updated 2 years ago
- ☆164Updated 5 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆86Updated 3 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆81Updated 5 years ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆174Updated last year
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆139Updated 3 years ago
- Official implementation of H-TSP (AAAI2023)☆55Updated 7 months ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆392Updated 3 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆118Updated 2 years ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆87Updated 5 months ago
- ☆44Updated 6 months ago
- Neural Combinatorial Optimization☆75Updated this week
- [AAAI 2024] GLOP: Learning Global Partition and Local Construction for Solving Large-scale Routing Problems in Real-time☆97Updated 9 months ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆201Updated 5 years ago
- codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"☆72Updated 3 years ago
- Official repository for the TMLR paper "Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improveme…☆28Updated 7 months ago
- [TMLR 2025 + ICML 2024 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆98Updated 2 months ago
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆101Updated 3 years ago
- ☆41Updated 2 years ago