Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL agent is implemented with the PPO algorithm
☆34Feb 6, 2023Updated 3 years ago
Alternatives and similar repositories for ENERO
Users that are interested in ENERO 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…☆163Sep 1, 2022Updated 3 years ago
- ☆15Jun 12, 2023Updated 3 years ago
- ☆14Jan 22, 2024Updated 2 years ago
- Packet Routing Simulator for Multi-Agent Reinforcement Learning☆27Jul 23, 2024Updated 2 years ago
- A Deep Reinforcement Learning Approach For Software-Defined Networking Routing Optimisation☆14Nov 12, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code for DRL-OR-S on TPDS 2023☆24Sep 4, 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
- CFR-RL: Traffic Engineering with Reinforcement Learning in SDN☆63Aug 1, 2021Updated 4 years ago
- This repository describes the demonstration of encrypted network traffic classification in SDN environment. A testbed is created using Mi…☆24Nov 17, 2022Updated 3 years ago
- Implementation of routing using multi-agent deep reinforcement learning☆41Mar 25, 2022Updated 4 years ago
- Multi objective optimization-based routing algorithm for SDN networks☆20Aug 31, 2020Updated 5 years ago
- ☆255May 14, 2023Updated 3 years ago
- Mitigating Routing Update Overhead for Traffic Engineering by Combining Destination-based Routing with Reinforcement Learning☆15Oct 16, 2022Updated 3 years ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆71Nov 27, 2024Updated last year
- 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.
- Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.☆29Mar 15, 2022Updated 4 years ago
- ☆14Nov 27, 2024Updated last year
- 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
- RL4NeT++: a packet-level network simulation framework for DRL-based routing algorithms☆16Dec 9, 2023Updated 2 years ago
- ☆16Aug 30, 2022Updated 3 years ago
- Exploration of Deep Reinforcement Learning algorithms and their applications in network packet routing☆18May 27, 2019Updated 7 years ago
- ☆60Jan 15, 2021Updated 5 years ago
- QR-SDN code☆18May 28, 2021Updated 5 years ago
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆82Aug 20, 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.
- Multi-path load balancing is a method used by most of the real-time network to split the packets into different paths rather than transfe…☆23Dec 2, 2023Updated 2 years ago
- A dataset of network topology, including the nodes/edges features and traffic matrices.☆22Aug 15, 2023Updated 2 years ago
- Code for ISSCC2019 paper《Traffic Matrix Prediction Based on Deep Learning for Dynamic Traffic Engineering》☆47Oct 22, 2020Updated 5 years ago
- SDN traffic matrix prediction with LSTM☆14Feb 18, 2022Updated 4 years ago
- ☆21May 17, 2020Updated 6 years ago
- [NeurIPS'22] Learning to Configure Computer Networks with Neural Algorithmic Reasoning☆13Oct 18, 2022Updated 3 years ago
- ☆49Aug 7, 2022Updated 3 years ago
- ☆37Jun 11, 2023Updated 3 years ago
- Emulation system for routing algorithms, particularly for DQN routing☆12Aug 31, 2022Updated 3 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.
- Implementation of RouteNet, an effective way for Network Modeling and Optimization in SDN☆18Mar 21, 2024Updated 2 years ago
- Load balancing based on reinforcement learning.☆11Oct 11, 2020Updated 5 years ago
- A reinforcement deep learning approach for route planning.☆14Nov 6, 2020Updated 5 years ago
- A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization☆315Oct 17, 2022Updated 3 years ago
- Reinforcement Learning Algorithm for Packet Routing☆12Aug 20, 2020Updated 5 years ago
- Load balancing in SDN by q-learning☆12Jul 14, 2021Updated 5 years ago
- ☆11May 24, 2021Updated 5 years ago