Barry0310 / DRL-GNN-implementLinks
☆13Updated 2 years ago
Alternatives and similar repositories for DRL-GNN-implement
Users that are interested in DRL-GNN-implement are comparing it to the libraries listed below
Sorting:
- ☆34Updated 2 years ago
- The code shows how we can combine the ideas of deep reinforcement learning and graph neural networks☆28Updated last year
- ☆13Updated 11 months ago
- 一个基于图神经网络的强化学习网络资源分配模型☆32Updated 3 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
- The Incremental Deployment Method of Segment Routing over an IPv6 (SRv6) Network Based on Graph Neural Network (GNN) and Multi-Agent Rein…☆13Updated 8 months ago
- Code implementation for our paper "Decentralized Routing and Radio Resource Allocation in Wireless Ad Hoc Networks via Graph Reinforcemen…☆30Updated last year
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆37Updated 4 years ago
- Implementation of routing using multi-agent deep reinforcement learning☆37Updated 3 years ago
- Multi agent DQN-based strategy for an Segment Routing network, able to react to link overload.☆12Updated last year
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆31Updated 3 years ago
- Code for DRL-OR-S on TPDS 2023☆23Updated 2 years ago
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆77Updated 5 years ago
- ☆38Updated 4 years ago
- This project simulates deployment and migration of Service Function Chains (SFC) in data-centers.☆34Updated 4 months ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆63Updated 9 months ago
- [TSC'23 - HRL-ACRA] Implementation of our paper "Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarc…☆29Updated 4 months ago
- ☆12Updated 9 months ago
- Reinforcement Learning Algorithm for Packet Routing☆11Updated 5 years ago
- Admission Control and Resource Allocation mechanism for 5G Core Network Slicing based on Reinforcement Learning and Deep Learning☆42Updated 3 years ago
- Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.☆28Updated 3 years ago
- Contains Implementation of Paper " S Wang, H Liu, P H Gomes, and B Krishnamachari ; Deep Reinforcement Learning for Dynamic Multichannel …☆57Updated 6 years ago
- Task Scheduler based on Reinforcement Learning (RL) that allocates re-routing computation into the appropriate network element (edge nod…☆19Updated 3 years ago
- A mobile robot network routing protocol based on multi-agent reinforcement learning.☆13Updated 4 years ago
- Load balancing based on reinforcement learning.☆11Updated 4 years ago
- Reinforced Learning for NS3 in Cognitive Radio spectrum selection☆11Updated 4 years ago
- ☆11Updated 4 years ago
- A multi-agent reinforcement learning framework for optimizing coverage and connectivity in Space-Air-Ground integrated networks. This pro…☆34Updated last month
- 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
- Code for Globecom2020 paper: Resource Allocation based on Graph Neural Networks in Vehicular Communications☆58Updated 2 years ago