MARL_UAV

Introduction

This repository implements the proposed method from IEEE 2020 Paper Multi-Agent Reinforcement Learning Based Resource Allocation for UAV Networks

Quick Run

1. Install required packages in requirements.txt

python3 -m pip install -r requirements.txt

2. Run inference

Future Work

1. Inference with GPU
2. Implement in the real work (if possible)

Citation

You can cite Paper in BibTeX:

@ARTICLE{8807386,

author={Cui, Jingjing and Liu, Yuanwei and Nallanathan, Arumugam},

journal={IEEE Transactions on Wireless Communications},

title={Multi-Agent Reinforcement Learning-Based Resource Allocation for UAV Networks},

year={2020},

volume={19},

number={2},

pages={729-743},

doi={10.1109/TWC.2019.2935201}}