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1. BNN-UPC/Atom_Neural_Traffic_Compression BNN-UPC/Atom_Neural_Traffic_Compression Public

   This repository contains de code and instructions to train the models and prepare the datasets for the experiments in the paper "Atom: Neural Traffic Compression with Spatio-Temporal Graph Neural N…

   Python 6

2. DRL-GNN-PPO DRL-GNN-PPO Public

   PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optimization use case"

   Python 90 9

3. knowledgedefinednetworking/DRL-GNN knowledgedefinednetworking/DRL-GNN Public

   Python 205 35

4. knowledgedefinednetworking/demo-routenet knowledgedefinednetworking/demo-routenet Public

   Demo of RouteNet in ACM SIGCOMM'19

   Jupyter Notebook 118 49

5. BNN-UPC/ENERO BNN-UPC/ENERO Public

   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

   Python 26 6