chaitjo / graph-convnet-tsp
Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)
☆302Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for graph-convnet-tsp
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆209Updated 3 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆349Updated 2 years ago
- Code for TSP Transformer☆167Updated 3 years ago
- Graph Neural Network architecture to solve the decision variant of the Traveling Salesperson Problem (is there a Hamiltonian tour in G wi…☆117Updated 4 years ago
- ☆153Updated 4 years ago
- ☆121Updated 2 years ago
- "Neural Combinatorial Optimization with Reinforcement Learning"[Bello+, 2016], Traveling Salesman Problem solver☆163Updated 3 years ago
- Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"☆495Updated 5 years ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆149Updated 4 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆81Updated 4 years ago
- Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization☆180Updated 4 years ago
- PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940☆558Updated 6 years ago
- Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arX…☆442Updated 4 years ago
- ☆104Updated 4 years ago
- codes for the paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"☆156Updated 2 years ago
- Attention based model for learning to solve different routing problems☆1,102Updated 3 months ago
- DPDP☆94Updated last year
- Dynamic Attention Model for Vehicle Routing Problem (arXiv:2002.03282)☆114Updated last year
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆88Updated 2 years ago
- Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem☆41Updated 9 months ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆77Updated 2 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆89Updated 5 months ago
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆126Updated 2 years ago
- Neural Large Neighborhood Search: Learn to Design Heuristics for Vehicle Routing Problem (VRP), by Deep Learning and Reinforcement Learni…☆85Updated 3 years ago
- Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search☆152Updated 2 months ago
- Extensible Combinatorial Optimization Learning Environments☆325Updated last year
- "Attention, Learn to Solve Routing Problems!"[Kool+, 2019], Capacitated Vehicle Routing Problem solver☆175Updated 3 years ago
- Python wrapper around the Concorde TSP solver☆347Updated 6 months ago