The code shows how we can combine the ideas of deep reinforcement learning and graph neural networks
☆30May 30, 2024Updated 2 years ago
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…☆162Sep 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 3 years ago
- Project codes of ns3 and DRL☆15Oct 8, 2020Updated 5 years ago
- RAN场景建模☆11Dec 3, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Deep Reinforcement Learning Based on Graph Neural Networks for Job-shop Scheduling☆40Apr 7, 2023Updated 3 years ago
- TransEdge: Task Offloading with GNN and DRL in Edge Computing-Enabled Transportation System☆46Aug 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
- ☆255May 14, 2023Updated 3 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
- ☆116Mar 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☆17Dec 9, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Packet Routing Simulator for Multi-Agent Reinforcement Learning☆27Jul 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…☆31Nov 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.☆21Apr 11, 2026Updated 2 months 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'☆274Sep 5, 2023Updated 2 years ago
- code for paper "Two-Critic Deep Reinforcement Learning for Inverter-based Volt-Var Control in Active Distribution Networks"☆19Apr 10, 2024Updated 2 years ago
- Studies, POC's, References and codes for Network Slicing on 5G Core☆14Feb 4, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆44Aug 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…☆24Dec 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☆31Mar 14, 2022Updated 4 years ago
- Official repository for Graph Neural Networks Approach for Joint Wireless Power Control and Spectrum Allocation☆29Apr 4, 2025Updated last year
- Multi UAV navigation using Deep Reinforcement Learning within a Multi TSP☆11Nov 29, 2024Updated last year
- Code for paper "Multi-Agent Active Search: a Reinforcement Learning Approach", submitted to ICRA 2022.☆13Sep 19, 2021Updated 4 years ago
- Code implementation for our paper "Decentralized Routing and Radio Resource Allocation in Wireless Ad Hoc Networks via Graph Reinforcemen…☆35Apr 25, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Dynamic Partial Removal: a Neural Network Heuristic for Large Neighborhood Search on Combinatorial Optimization Problems, by applying dee…☆20Jun 17, 2020Updated 6 years ago
- QR-SDN code☆18May 28, 2021Updated 5 years ago
- reinforcement learning for voltage control☆11Apr 2, 2019Updated 7 years ago
- Implementation of Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks☆27Aug 24, 2023Updated 2 years ago
- ☆11Jun 13, 2024Updated 2 years ago
- 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