neunms / Reinforcement-learning-on-graphs-A-survey
This collection of papers can be used to summarize research about graph reinforcement learning for the convenience of researchers.
☆176Updated 4 months ago
Alternatives and similar repositories for Reinforcement-learning-on-graphs-A-survey:
Users that are interested in Reinforcement-learning-on-graphs-A-survey are comparing it to the libraries listed below
- Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand☆77Updated 3 years ago
- A curated list of graph reinforcement learning papers.☆71Updated 3 years ago
- Implementation of our NeurIPS 2021 paper "A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs".☆99Updated last year
- ☆226Updated last year
- The pytorch implementation of DGN on grid world and Starcraft☆139Updated 3 years ago
- reinforcement learning with pytorch geometric library☆48Updated 3 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆80Updated 4 years ago
- Code of NeurIPS paper: arxiv.org/abs/2302.08224☆191Updated 6 months ago
- Supporting code for "Learning to Solve Combinatorial Graph Partitioning Problems via Efficient Exploration".☆14Updated 2 years ago
- The code of paper Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. Zhihai Wang, Xijun Li,…☆56Updated last year
- This open source library is available to summarize several years of research papers on graph reinforcement learning for the convenience o…☆20Updated 3 years ago
- A novel preference-driven multi-objective reinforcement learning algorithm using a single policy network that covers the entire preferenc…☆27Updated last year
- ☆24Updated 2 years ago
- PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optim…☆105Updated 2 years ago
- Paper collection of reinforcement learning based combinatorial optimization☆50Updated 4 years ago
- ☆37Updated 5 years ago
- ☆161Updated 5 years ago
- Codes for AAAI22 paper "Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum"☆22Updated 3 years ago
- ☆35Updated 2 years ago
- Learning to branch with reinforcement learning using retrospective trajectories for exact combinatorial optimisation.☆34Updated 2 years ago
- Implementation of Learning Combinatorial Optimization Algorithms over Graphs, by Hanjun Dai et al. (2017)☆32Updated 7 years ago
- ☆24Updated 3 years ago
- Influence maximization in unknown social networks: Learning Policies for Effective Graph Sampling (official code repository)☆28Updated 2 years ago
- Reinforcement learning for operation research problems with OpenAI Gym and CleanRL☆97Updated last year
- Source code of paper Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale (TKDE 2022)…☆23Updated 2 years ago
- Official Repo for the NeurIPS2020 paper "Erdos Goes Neural: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs"☆49Updated 2 years ago
- DGN Code☆344Updated 2 years ago
- FINDER - FInding key players in complex Networks through DEep Reinforcement learning (Nature Machine Intelligence)☆196Updated 2 years ago
- ☆47Updated 2 years ago
- codes for the paper "Matrix Encoding Networks for Neural Combinatorial Optimization"☆66Updated 3 years ago