xuzijian629 / combopt-zeroLinks
A reinforcement learning based solver for combinatorial problems
☆43Updated 3 years ago
Alternatives and similar repositories for combopt-zero
Users that are interested in combopt-zero are comparing it to the libraries listed below
Sorting:
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆139Updated 3 years ago
- Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search☆155Updated last year
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆82Updated 5 years ago
- Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}☆72Updated 3 years ago
- Learning to solve Minimum Vertex Cover using Graph Convolutional Networks and RL☆78Updated 6 years ago
- Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)☆239Updated 4 years ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆154Updated 6 years ago
- Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)☆33Updated 5 years ago
- Code to run the ASEBO algorithm from the paper: From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization... …☆16Updated 5 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆402Updated 4 years ago
- ☆35Updated 5 years ago
- Code repo for ICML'23 Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning☆45Updated 2 years ago
- Solving Traveling Salesman Problem with reinforcement learning...☆56Updated 6 years ago
- Hybrid Models for Learning to Branch (NeurIPS 2020)☆50Updated 4 years ago
- Graph Neural Network architecture to solve the decision version of the graph coloring problem (GCP)☆25Updated 6 years ago
- Learning a Latent Search Space for Routing Problems using Variational Autoencoders☆28Updated 4 years ago
- Population-Based Reinforcement Learning for Combinatorial Optimization☆87Updated last year
- A peper list for machine learning models solving combinatorial problems, NP-hard problems and problems in graphs.☆14Updated 5 years ago
- Appendix repository for Medium article "Routing Traveling Salesmen on Random Graphs using Reinforcement Learning, in PyTorch"☆58Updated 5 years ago
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆51Updated 3 years ago
- Winner of NeurIPS 2021 student leaderboard. Self-bootstrapping bayesian optimization for SCIP configuration using GNNs.☆13Updated 3 years ago
- The source code for the paper: 'ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems'☆85Updated 4 years ago
- Code for TSP Transformer☆193Updated 4 years ago
- Extensible Combinatorial Optimization Learning Environments☆362Updated last month
- Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Sessi…☆329Updated 3 years ago
- ☆16Updated 7 years ago
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆66Updated 2 years ago
- Learning local search heuristics for Boolean satisfiability☆37Updated last year
- JAX + Flax implementation of "Combinatorial Optimization with Physics-Inspired Graph Neural Networks" by Schuetz et al.☆64Updated 2 months ago
- ☆164Updated 6 years ago