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
- Efficient Active Search☆48Updated 2 years ago
- ☆129Updated 2 years ago
- Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning☆49Updated 4 years ago
- ☆72Updated 2 years ago
- This is the source code for solving the Traveling Salesman Problems (TSP) using Monte Carlo tree search (MCTS).☆32Updated 5 years ago
- ☆20Updated 3 years ago
- ☆37Updated last year
- An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP prob…☆91Updated 2 years ago
- [NeurIPS 2021 Spotlight] Learning to Delegate for Large-scale Vehicle Routing☆81Updated 3 years ago
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆25Updated 3 years ago
- This repo implements our paper, "Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer", which has be…☆97Updated 9 months ago
- Attention based model for learning to solve different routing problems☆37Updated 2 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆81Updated 4 years ago
- Deep Reinforced Multi-Pointer Transformer forthe Traveling Salesman Problem☆36Updated 3 years ago
- ☆35Updated 4 years ago
- ☆159Updated 5 years ago
- ☆51Updated 3 years ago
- This repo implements our paper, "Efficient Neural Neighborhood Search for Pickup and Delivery Problems", which has been accepted as short…☆56Updated 2 years ago
- Deep reinforcement approach to solving dynamic pickup and delivery problem☆17Updated 3 years ago
- DPDP☆100Updated 2 years ago
- Code accompanying the paper Graph Neural Network Guided Local Search for the Traveling Salesperson Problem☆25Updated 2 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆96Updated last year
- [ICML 2023] "Towards Omni-generalizable Neural Methods for Vehicle Routing Problems"☆48Updated last year
- ☆53Updated 2 years ago
- Official implementation of H-TSP (AAAI2023)☆45Updated 8 months ago
- ☆24Updated 3 years ago
- Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)☆68Updated 3 years ago
- ☆21Updated 2 years ago
- ☆41Updated last month