knowledgedefinednetworking / a-deep-rl-approach-for-sdn-routing-optimizationLinks
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization
☆304Updated 2 years ago
Alternatives and similar repositories for a-deep-rl-approach-for-sdn-routing-optimization
Users that are interested in a-deep-rl-approach-for-sdn-routing-optimization are comparing it to the libraries listed below
Sorting:
- sdn routing based on reinforcement learning☆26Updated 10 years ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆62Updated 9 months ago
- CFR-RL: Traffic Engineering with Reinforcement Learning in SDN☆59Updated 4 years ago
- ☆57Updated 4 years ago
- a-deep-rl-approach-for-sdn-routing-optimization: with actor-critic algorithms☆22Updated 6 years ago
- Reproduce the Simulation for Software Defined Network(SDN) based on Omnetpp-5.4.1 and Reinforcement Learning Algorithm in paper "QoS-Awar…☆46Updated 3 years ago
- ☆15Updated 3 years ago
- TareqTayeh / AROM-DRL_Adaptive-Routing-Optimization-for-QoS-aware-SDNs-using-Deep-Reinforcement-LearningThe purpose of this project is to introduce an Adaptive RO Model for QoS-aware SDNs using DRL that dynamically considers various QoS para…☆61Updated 4 years ago
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆77Updated 5 years ago
- ☆16Updated 7 years ago
- ☆38Updated 3 years ago
- Multi objective optimization-based routing algorithm for SDN networks☆20Updated 4 years ago
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆29Updated 2 years ago
- ☆21Updated 5 years ago
- RL4NeT++: a packet-level network simulation framework for DRL-based routing algorithms☆14Updated last year
- Reinforcement Learning Algorithm for Packet Routing☆11Updated 5 years ago
- Project codes of ns3 and DRL☆15Updated 4 years ago
- RL4Net Simulator - A simulator of reinforcement learning algorithm research for networking☆65Updated 3 years ago
- This is a paper list about Resource Allocation in Network Functions Virtualization (NFV) and Software-Defined Networking (SDN).☆137Updated 2 months ago
- SDN traffic matrix prediction with LSTM☆13Updated 3 years ago
- ns3-gym for multi-agent☆41Updated 10 months ago
- Code for DRL-OR-S on TPDS 2023☆23Updated last year
- ☆32Updated 5 years ago
- MasterThesis on Congestion Detection in SDN networks using Machine Learning☆15Updated 7 years ago
- Shortest path experiment of SDN, using RYU as controller and mininet. The topology is a simple fat tree.☆15Updated 6 years ago
- routing-implementation in SDN based on switch processing delay and remaining bandwidth☆21Updated 6 months ago
- Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.☆28Updated 3 years ago
- Implementation of routing using multi-agent deep reinforcement learning☆37Updated 3 years ago
- The work in paper "An AI-based Traffic Matrix Prediction Solution for Software-Defined Network" - Duc-Huy LE, Hai Anh TRAN, Sami SOUIHI, …☆40Updated 3 years ago
- This repository contains datasets for network modeling simulated with OMNet++☆99Updated last year