xbresson / TSP_Transformer
Code for TSP Transformer
☆175Updated 3 years ago
Alternatives and similar repositories for TSP_Transformer:
Users that are interested in TSP_Transformer are comparing it to the libraries listed below
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆218Updated 3 years ago
- ☆124Updated 2 years ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆171Updated 2 years ago
- "Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver☆171Updated 3 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆93Updated last year
- ☆72Updated 2 years ago
- ☆159Updated 5 years ago
- DPDP☆99Updated 2 years ago
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆90Updated 2 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆80Updated 3 years ago
- Official implementation of H-TSP (AAAI2023)☆44Updated 8 months ago
- Deep Reinforced Multi-Pointer Transformer forthe Traveling Salesman Problem☆33Updated 3 years ago
- Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Sessi…☆312Updated 3 years ago
- ☆105Updated 4 years ago
- Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem☆42Updated last year
- codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"☆65Updated 3 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆97Updated 8 months ago
- This is the implementation of my paper "Memory-Efficient Transformer-based Network Model for Traveling Salesman Problem"☆24Updated 2 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆48Updated last year
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆62Updated 2 weeks ago
- Code accompanying the paper Graph Neural Network Guided Local Search for the Traveling Salesperson Problem☆25Updated 2 years ago
- ☆51Updated 3 years ago
- Efficient Active Search☆48Updated 2 years ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆184Updated 5 months ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆47Updated 4 years ago
- Hybrid Pointer Networks for Traveling Salesman Problems Optimization☆29Updated 2 years ago
- Neural Large Neighborhood Search for the Capacitated Vehicle Routing Problem☆86Updated 4 years ago
- The implementation code of our paper "Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation", accepted at…☆52Updated 8 months ago
- ☆51Updated 2 years ago
- ☆20Updated 5 years ago