paulalmasan / DRL-GNN-PPOView external linksLinks
PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case"
☆155Sep 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
Sorting:
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆33Feb 6, 2023Updated 3 years ago
- The code shows how we can combine the ideas of deep reinforcement learning and graph neural networks☆30May 30, 2024Updated last year
- ☆249May 14, 2023Updated 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
- ☆43Aug 31, 2021Updated 4 years ago
- A Deep Reinforcement Learning Approach For Software-Defined Networking Routing Optimisation☆14Nov 12, 2024Updated last year
- Implementation of routing using multi-agent deep reinforcement learning☆38Mar 25, 2022Updated 3 years ago
- ☆15Dec 26, 2021Updated 4 years ago
- ☆16Aug 30, 2022Updated 3 years ago
- ☆38Jun 11, 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…☆62Dec 25, 2020Updated 5 years ago
- Load balancing based on reinforcement learning.☆11Oct 11, 2020Updated 5 years ago
- ☆15Jun 12, 2023Updated 2 years ago
- ☆12Nov 27, 2024Updated last year
- Implementation of RouteNet, an effective way for Network Modeling and Optimization in SDN☆18Mar 21, 2024Updated last year
- A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization☆309Oct 17, 2022Updated 3 years ago
- Project codes of ns3 and DRL☆16Oct 8, 2020Updated 5 years ago
- RL4NeT++: a packet-level network simulation framework for DRL-based routing algorithms☆15Dec 9, 2023Updated 2 years ago
- 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
- ☆15Oct 21, 2025Updated 3 months ago
- Multi agent DQN-based strategy for an Segment Routing network, able to react to link overload.☆15Nov 9, 2023Updated 2 years ago
- ☆14Jan 22, 2024Updated 2 years ago
- ☆59Jan 15, 2021Updated 5 years ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆69Nov 27, 2024Updated last year
- Packet Routing Simulator for Multi-Agent Reinforcement Learning☆25Jul 23, 2024Updated last year
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆82Aug 20, 2020Updated 5 years ago
- ☆37Mar 31, 2020Updated 5 years ago
- Emulation system for routing algorithms, particularly for DQN routing☆12Aug 31, 2022Updated 3 years ago
- ☆14Oct 8, 2024Updated last year
- ☆21May 17, 2020Updated 5 years ago
- 5GTQ: QoS-Aware 5G-TSN Simulation Framework (VTC Fall 2023 Paper)☆29Oct 20, 2025Updated 3 months ago
- Code for DRL-OR-S on TPDS 2023☆24Sep 4, 2023Updated 2 years ago
- Multi-Agent Deep Reinforcement Learning (MA-DRL) Routing Simulator for satellite networks☆130May 1, 2025Updated 9 months ago
- This is the repository for the collection of Graph-based Deep Learning for Communication Networks.☆573Jan 31, 2026Updated 2 weeks ago
- Need i say more? GNN-DRL routing inspired by https://ieeexplore.ieee.org/document/9680855 and built from work done here https://github.co…☆34Dec 1, 2024Updated last year
- Deep Reinforcement Learning framework that uses GNN to solve planning tasks for infrastructural assets☆17Jan 15, 2022Updated 4 years ago
- 卫星网络TSN业务路由设计与实现 中的近似算法LCP实现☆19Jun 22, 2023Updated 2 years ago
- Look-Ahead Reinforcement Learning: network traffic engineering with preventive load balancing☆17Aug 6, 2019Updated 6 years ago
- This is the official code for the published paper 'Solve routing problems with a residual edge-graph attention neural network'☆266Sep 5, 2023Updated 2 years ago