GitHub - Ali-Jasim/rl-routing: Congestion control reinforcement learning environment

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Congestion control reinforcement learning environment

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Name		Name	Last commit message	Last commit date
Latest commit History 58 Commits
Congestion_env		Congestion_env
DeepQNetwork		DeepQNetwork
README.md		README.md
Routing_gif.gif		Routing_gif.gif
env_notebook_v2.ipynb		env_notebook_v2.ipynb

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Congestion RL environment

Requirements

python 3.10
pytorch 1.13
matplotlib
Networkx
numpy
opencv

How To Run

Clone repo, install dependancies
run env.py to start simulation
alternatively use the jupyter notebook for environment

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Congestion control reinforcement learning environment

machine-learning networking deep-learning graph-algorithms deep-reinforcement-learning networkx reinfocement-learning

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Jupyter Notebook 54.4%
Python 45.6%