DevMilk / UAV-Based-Cellular-Communication-Multi-Agent-DRL-Solution

UAV-based Cellular-Communication: Multi-Agent Deep Reinforcement Learning for Interference Management

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UAV-Based-Cellular-Communication-Multi-Agent-DRL-Solution

Video of Execution Process after training.

(Green Dots: UAVs, Red Dots: Mobile Devices)

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System Design

Read report for detailed information about System Model, System Design, Multi-Agent Cooperative Deep Reinforcement Learning Algorithm etc.

Detailed Report


Running Demo:

pip install -r requirements.txt
python Demo.py

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UAV-based Cellular-Communication: Multi-Agent Deep Reinforcement Learning for Interference Management

License:MIT License


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Language:Jupyter Notebook 60.2%Language:Python 39.8%