Barry0310 / DRL-GNN-implementLinks
☆15Updated 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:
- The code shows how we can combine the ideas of deep reinforcement learning and graph neural networks☆30Updated last year
- ☆38Updated 2 years ago
- ☆14Updated last year
- 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
- Implementation of routing using multi-agent deep reinforcement learning☆38Updated 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…☆33Updated 3 years ago
- Multi agent DQN-based strategy for an Segment Routing network, able to react to link overload.☆15Updated 2 years ago
- Code implementation for our paper "Decentralized Routing and Radio Resource Allocation in Wireless Ad Hoc Networks via Graph Reinforcemen…☆32Updated last year
- ☆43Updated 4 years ago
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆38Updated 5 years ago
- Admission Control and Resource Allocation mechanism for 5G Core Network Slicing based on Reinforcement Learning and Deep Learning☆46Updated 3 years ago
- Code for DRL-OR-S on TPDS 2023☆24Updated 2 years ago
- ☆12Updated last year
- An implementation for CVRP problem with A3C+Attention mechanism and GCN☆18Updated 5 years ago
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆81Updated 5 years ago
- The Incremental Deployment Method of Segment Routing over an IPv6 (SRv6) Network Based on Graph Neural Network (GNN) and Multi-Agent Rein…☆15Updated last year
- Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks☆33Updated 4 years ago
- [TSC '23 - HRL-ACRA] Implementation of our paper "Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierar…☆30Updated 8 months ago
- Reinforcement Learning Algorithm for Packet Routing☆12Updated 5 years ago
- Reinforcement Learning based routing protocol implementation for wireless ad hoc networks.☆48Updated 7 years ago
- A Deep Reinforcement Learning Approach For Software-Defined Networking Routing Optimisation☆13Updated last year
- This project simulates deployment and migration of Service Function Chains (SFC) in data-centers.☆36Updated 8 months ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆69Updated last year
- ☆11Updated 4 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…☆62Updated 5 years ago
- ☆12Updated 3 years ago
- A routing algorithm based on QLearning☆17Updated 5 years ago
- Task Scheduler based on Reinforcement Learning (RL) that allocates re-routing computation into the appropriate network element (edge nod…☆19Updated 4 years ago
- ☆37Updated 5 years ago
- [IJCAI '24 - FlagVNE] Implementation of our paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Res…☆35Updated 8 months ago