aurelienbibaut / DQN_MVCLinks
Implementation of Learning Combinatorial Optimization Algorithms over Graphs, by Hanjun Dai et al. (2017)
☆33Updated 7 years ago
Alternatives and similar repositories for DQN_MVC
Users that are interested in DQN_MVC are comparing it to the libraries listed below
Sorting:
- ☆37Updated 6 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆80Updated 4 years ago
- ☆162Updated 5 years ago
- ☆35Updated 2 years ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆100Updated 2 years ago
- Graph Neural Network architecture to solve the decision variant of the Traveling Salesperson Problem (is there a Hamiltonian tour in G wi…☆116Updated 5 years ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆151Updated 5 years ago
- Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search☆154Updated 10 months ago
- ☆25Updated 3 years ago
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆49Updated 3 years ago
- Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)☆33Updated 4 years ago
- ☆28Updated 5 years ago
- A curated list of graph reinforcement learning papers.☆72Updated 3 years ago
- Hierarchical deep reinforcement learning for combinatorial optimization problem☆35Updated 5 years ago
- ☆131Updated 2 years ago
- ☆32Updated 2 years ago
- Deep Reinforced Multi-Pointer Transformer forthe Traveling Salesman Problem☆39Updated 3 years ago
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆60Updated 2 years ago
- ☆42Updated 2 months ago
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆27Updated 4 years ago
- ☆35Updated 5 years ago
- Learning to solve Minimum Vertex Cover using Graph Convolutional Networks and RL☆77Updated 6 years ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆164Updated 4 years ago
- ☆21Updated 3 years ago
- A novel preference-driven multi-objective reinforcement learning algorithm using a single policy network that covers the entire preferenc…☆31Updated last year
- Graph-based Reinforcement Learning☆16Updated 7 years ago
- Too many to change, I would like to create a new repository and maintain it.☆11Updated 5 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆231Updated 3 years ago
- ☆23Updated last year
- the official repository of the paper unsupervised learning for combinatorial optimization needs meta learning☆9Updated 2 years ago