The code shows how we can combine the ideas of deep reinforcement learning and graph neural networks
☆30May 30, 2024Updated last year
Alternatives and similar repositories for DRL_GNN
Users that are interested in DRL_GNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optim…☆160Sep 1, 2022Updated 3 years ago
- Load balancing based on reinforcement learning.☆11Oct 11, 2020Updated 5 years ago
- Web crawler on wikipedia dump using PPO and graph neural networks☆18Jun 6, 2023Updated 2 years ago
- Project codes of ns3 and DRL☆16Oct 8, 2020Updated 5 years ago
- RAN场景建模☆11Dec 3, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Deep Reinforcement Learning Based on Graph Neural Networks for Job-shop Scheduling☆40Apr 7, 2023Updated 2 years ago
- TransEdge: Task Offloading with GNN and DRL in Edge Computing-Enabled Transportation System☆45Aug 26, 2024Updated last year
- This repository implements Distilled Graph Attention Policy Networks (DGAPNs), a curiosity-driven reinforcement learning model to generat…☆21Jan 21, 2022Updated 4 years ago
- ☆253May 14, 2023Updated 2 years ago
- Deep Reinforcement Learning framework that uses GNN to solve planning tasks for infrastructural assets☆17Jan 15, 2022Updated 4 years ago
- This repository consist of the codes for the results in the paper- Power control for 6g industrial wireless subnetworks: a graph neural n…☆15Jul 18, 2023Updated 2 years ago
- ☆113Mar 14, 2025Updated last year
- ☆16Aug 30, 2022Updated 3 years ago
- Optimization of vehicle routing problem by deep reinforcement learning method based on residual edge-graph attention network☆16Dec 9, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Packet Routing Simulator for Multi-Agent Reinforcement Learning☆26Jul 23, 2024Updated last year
- Official repository for AAAI'23 paper: Let Graph be the Go Board: Gradient-free Node Injection Attack for Graph Neural Networks via Reinf…☆30Nov 26, 2022Updated 3 years ago
- ReinforcementLearning Learn Play Atari Using DDPG and LSTM.☆20Aug 5, 2017Updated 8 years ago
- Emulation system for routing algorithms, particularly for DQN routing☆12Aug 31, 2022Updated 3 years ago
- Deep Q network-based power allocation for multi-cell massive MIMO cellular network.☆21Dec 17, 2023Updated 2 years ago
- A Deep Reinforcement Learning Approach For Software-Defined Networking Routing Optimisation☆14Nov 12, 2024Updated last year
- This is the official code for the published paper 'Solve routing problems with a residual edge-graph attention neural network'☆269Sep 5, 2023Updated 2 years ago
- code for paper "Two-Critic Deep Reinforcement Learning for Inverter-based Volt-Var Control in Active Distribution Networks"☆18Apr 10, 2024Updated last year
- Studies, POC's, References and codes for Network Slicing on 5G Core☆15Feb 4, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆43Aug 31, 2021Updated 4 years ago
- ☆12Jan 16, 2023Updated 3 years ago
- This project uses Deep Q-Network(DQN) for job shop scheduling in Reinforcement learning, and the information is taken from the public dat…☆22Dec 29, 2023Updated 2 years ago
- Code for our paper on doing resource allocation with graph neural networks☆32Jun 24, 2021Updated 4 years ago
- 一个基于图神经网络的强化学习网络资源分配模型☆32Mar 14, 2022Updated 4 years ago
- Official repository for Graph Neural Networks Approach for Joint Wireless Power Control and Spectrum Allocation☆29Apr 4, 2025Updated 11 months ago
- Code implementation for our paper "Decentralized Routing and Radio Resource Allocation in Wireless Ad Hoc Networks via Graph Reinforcemen…☆35Apr 25, 2024Updated last year
- Code for paper "Multi-Agent Active Search: a Reinforcement Learning Approach", submitted to ICRA 2022.☆13Sep 19, 2021Updated 4 years ago
- Dynamic Partial Removal: a Neural Network Heuristic for Large Neighborhood Search on Combinatorial Optimization Problems, by applying dee…☆20Jun 17, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- QR-SDN code☆18May 28, 2021Updated 4 years ago
- reinforcement learning for voltage control☆11Apr 2, 2019Updated 6 years ago
- Implementation of Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks☆28Aug 24, 2023Updated 2 years ago
- ☆11Jun 13, 2024Updated last year
- Latency Equalization Policy of End-to-End Network Slicing Based on Reinforcement Learning☆19Jul 15, 2023Updated 2 years ago
- ☆11Dec 3, 2020Updated 5 years ago
- This is the repository for the collection of Graph-based Deep Learning for Communication Networks.☆580Mar 6, 2026Updated 3 weeks ago