JHL-HUST / VSR-LKHLinks
Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem
☆45Updated last year
Alternatives and similar repositories for VSR-LKH
Users that are interested in VSR-LKH are comparing it to the libraries listed below
Sorting:
- ☆131Updated 2 years ago
- ☆77Updated 2 years ago
- Official implementation of H-TSP (AAAI2023)☆50Updated 3 months ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆53Updated 4 years ago
- Efficient Active Search☆52Updated 3 years ago
- A super simple Python wrapper for the constrained traveling salesman and vehicle routing problem solver LKH-3.☆36Updated 2 months ago
- ☆108Updated 5 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆51Updated 3 weeks ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆109Updated 2 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆109Updated last year
- ☆53Updated 3 years ago
- DPDP☆100Updated 2 years ago
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆96Updated 2 years ago
- code repo for paper Unsupervised Learning for Solving the Travelling Salesman Problem☆53Updated last year
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆61Updated 3 years ago
- Deep Reinforced Multi-Pointer Transformer forthe Traveling Salesman Problem☆39Updated 3 years ago
- ☆163Updated 5 years ago
- Code accompanying the paper Graph Neural Network Guided Local Search for the Traveling Salesperson Problem☆28Updated 2 years ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆55Updated last year
- Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferra…☆22Updated last year
- L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China☆80Updated last month
- Neural Large Neighborhood Search: Learn to Design Heuristics for Vehicle Routing Problem (VRP), by Deep Learning and Reinforcement Learni…☆94Updated 4 years ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆60Updated 2 years ago
- ☆10Updated 2 years ago
- "Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver☆180Updated 3 years ago
- PyTorch code for the NAR4TSP.☆23Updated 7 months ago
- Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem☆93Updated 4 years ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆196Updated 2 years ago
- This repo implements our paper, "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem"☆147Updated 2 years ago
- My implementation of solving the Capacitated Vehicle Routing Problem in the paper "Attention, learn to solve routing problems"☆44Updated 5 years ago