chaitjo / learning-paradigms-for-tsp
Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)
☆33Updated 4 years ago
Alternatives and similar repositories for learning-paradigms-for-tsp:
Users that are interested in learning-paradigms-for-tsp are comparing it to the libraries listed below
- Hierarchical deep reinforcement learning for combinatorial optimization problem☆35Updated 5 years ago
- ☆131Updated 2 years ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆50Updated 4 years ago
- This is the source code for solving the Traveling Salesman Problems (TSP) using Monte Carlo tree search (MCTS).☆32Updated 5 years ago
- Efficient Active Search☆49Updated 3 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆81Updated 4 years ago
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆26Updated 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
- ☆39Updated last year
- Attention based model for learning to solve different routing problems☆38Updated 2 years ago
- ☆42Updated 2 months ago
- ☆20Updated 3 years ago
- ☆74Updated 2 years ago
- ☆35Updated 4 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
- ☆53Updated 2 years ago
- ☆51Updated 3 years ago
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆49Updated last year
- codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"☆67Updated 3 years ago
- ☆21Updated 3 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆81Updated 3 years ago
- ☆26Updated 3 years ago
- Code for ICLR2022 Paper: Pareto Set Learning for Neural Multi-objective Combinatorial Optimization☆59Updated 2 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆98Updated 2 years ago
- Winner of NeurIPS 2021 student leaderboard. Self-bootstrapping bayesian optimization for SCIP configuration using GNNs.☆13Updated 2 years ago
- [ICML'24 FM-Wild Oral] RouteFinder: Towards Foundation Models for Vehicle Routing Problems☆65Updated last week
- Deep Reinforced Multi-Pointer Transformer forthe Traveling Salesman Problem☆36Updated 3 years ago
- Code accompanying the paper Graph Neural Network Guided Local Search for the Traveling Salesperson Problem☆26Updated 2 years ago
- DPDP☆100Updated 2 years ago
- ☆31Updated 2 years ago