Octavian-ai / shortest-pathLinks
Finding shortest paths with Graph Networks
☆114Updated 6 years ago
Alternatives and similar repositories for shortest-path
Users that are interested in shortest-path are comparing it to the libraries listed below
Sorting:
- Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search☆154Updated 11 months ago
- Graph Neural Network architecture to solve the decision variant of the Traveling Salesperson Problem (is there a Hamiltonian tour in G wi…☆117Updated 5 years ago
- Shortest Path prediction using Graph Convolutional Networks☆27Updated 7 years ago
- Spatio-Temporal Graph Convolutional Networks☆110Updated 6 years ago
- Implementation of Learning Combinatorial Optimization Algorithms over Graphs, by Hanjun Dai et al. (2017)☆33Updated 7 years ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆151Updated 5 years ago
- Uber's Multi-Agent Routing Value Iteration Network☆64Updated 4 years ago
- Reinforce Learing, Q-Rounting, Shortest-Path☆102Updated 7 years ago
- ☆163Updated 5 years ago
- Learning to solve Minimum Vertex Cover using Graph Convolutional Networks and RL☆77Updated 6 years ago
- ☆28Updated 5 years ago
- A curated list of graph reinforcement learning papers.☆72Updated 3 years ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆100Updated 2 years ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆45Updated 6 years ago
- Code release for NeurIPS 2019 paper "End to End Learning and Optimization on Graphs"☆90Updated 5 years ago
- ☆77Updated 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
- Factor Graph Neural Network☆74Updated 4 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆232Updated 5 years ago
- Graph-based Reinforcement Learning☆16Updated 7 years ago
- ☆77Updated 4 years ago
- Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"☆508Updated 6 years ago
- ☆35Updated 2 years ago
- Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning☆213Updated 6 years ago
- implementation of STGCN for traffic prediction in IJCAI2018☆115Updated 6 years ago
- The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.☆88Updated 4 years ago
- Implementation of the paper "Community Detection with Graph Neural Networks", [1] in Pytorch☆37Updated 7 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆80Updated 4 years ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆164Updated 4 years ago
- Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)☆382Updated 3 years ago