PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case"
☆161Sep 1, 2022Updated 3 years ago
Alternatives and similar repositories for DRL-GNN-PPO
Users that are interested in DRL-GNN-PPO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆34Feb 6, 2023Updated 3 years ago
- ☆255May 14, 2023Updated 3 years ago
- The code shows how we can combine the ideas of deep reinforcement learning and graph neural networks☆30May 30, 2024Updated 2 years ago
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆38Jan 12, 2021Updated 5 years ago
- ☆44Aug 31, 2021Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A Deep Reinforcement Learning Approach For Software-Defined Networking Routing Optimisation☆14Nov 12, 2024Updated last year
- ☆15Jun 12, 2023Updated 2 years ago
- Implementation of routing using multi-agent deep reinforcement learning☆41Mar 25, 2022Updated 4 years ago
- ☆16Aug 30, 2022Updated 3 years ago
- Load balancing based on reinforcement learning.☆11Oct 11, 2020Updated 5 years ago
- ☆15Dec 26, 2021Updated 4 years ago
- ☆38Jun 11, 2023Updated 2 years ago
- RL4NeT++: a packet-level network simulation framework for DRL-based routing algorithms☆17Dec 9, 2023Updated 2 years ago
- The purpose of this project is to introduce an Adaptive RO Model for QoS-aware SDNs using DRL that dynamically considers various QoS para…☆65Dec 25, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆15Oct 21, 2025Updated 7 months ago
- A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization☆315Oct 17, 2022Updated 3 years ago
- Project codes of ns3 and DRL☆16Oct 8, 2020Updated 5 years ago
- Packet Routing Simulator for Multi-Agent Reinforcement Learning☆27Jul 23, 2024Updated last year
- ☆60Jan 15, 2021Updated 5 years ago
- ☆13Nov 27, 2024Updated last year
- Implementation of RouteNet, an effective way for Network Modeling and Optimization in SDN☆18Mar 21, 2024Updated 2 years ago
- ☆14Jan 22, 2024Updated 2 years ago
- Multi agent DQN-based strategy for an Segment Routing network, able to react to link overload.☆15Nov 9, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆71Nov 27, 2024Updated last year
- The Incremental Deployment Method of Segment Routing over an IPv6 (SRv6) Network Based on Graph Neural Network (GNN) and Multi-Agent Rein…☆16Jan 24, 2025Updated last year
- Emulation system for routing algorithms, particularly for DQN routing☆12Aug 31, 2022Updated 3 years ago
- Code for DRL-OR-S on TPDS 2023☆24Sep 4, 2023Updated 2 years ago
- This is the official code for the published paper 'Solve routing problems with a residual edge-graph attention neural network'☆272Sep 5, 2023Updated 2 years ago
- ☆15Oct 8, 2024Updated last year
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆83Aug 20, 2020Updated 5 years ago
- ☆21May 17, 2020Updated 6 years ago
- This is the repository for the collection of Graph-based Deep Learning for Communication Networks.☆593Mar 31, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Need i say more? GNN-DRL routing inspired by https://ieeexplore.ieee.org/document/9680855 and built from work done here https://github.co…☆37Dec 1, 2024Updated last year
- Simulator that uses machine learning and deep learning algorithms to predict the best route for a satellite to take in order to avoid spa…☆20Dec 22, 2024Updated last year
- ☆37Mar 31, 2020Updated 6 years ago
- Multi objective optimization-based routing algorithm for SDN networks☆20Aug 31, 2020Updated 5 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
- Multi-Agent Deep Reinforcement Learning (MA-DRL) Routing Simulator for satellite networks☆149May 22, 2026Updated last week
- Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.☆29Mar 15, 2022Updated 4 years ago