chaitjo / learning-tsp
Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)
☆225Updated 3 years ago
Alternatives and similar repositories for learning-tsp:
Users that are interested in learning-tsp are comparing it to the libraries listed below
- ☆131Updated 2 years ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆182Updated 2 years ago
- DPDP☆100Updated 2 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆371Updated 3 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆81Updated 3 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆97Updated 10 months ago
- ☆107Updated 4 years ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆195Updated 7 months ago
- Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Sessi…☆317Updated 3 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆49Updated last year
- "Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver☆173Updated 3 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆81Updated 4 years ago
- ☆163Updated 5 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆98Updated 2 years ago
- ☆74Updated 2 years ago
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆132Updated 2 years ago
- Efficient Active Search☆49Updated 3 years ago
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆92Updated 2 years ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆189Updated 4 years ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆99Updated last year
- Code for TSP Transformer☆179Updated 4 years ago
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆51Updated 11 months ago
- Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem☆89Updated 4 years ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆60Updated 2 years ago
- Extensible Combinatorial Optimization Learning Environments☆339Updated 2 years ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆161Updated 4 years ago
- ☆51Updated 3 years ago
- [NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization☆152Updated 6 months ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆150Updated 5 years ago
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆74Updated 2 months ago