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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 82 9

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

    Python 202 35

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

    Demo of RouteNet in ACM SIGCOMM'19

    Jupyter Notebook 115 48

  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 23 6