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Your search keyword '"AUTONOMOUS vehicles"' showing total 1 results
Start Over Descriptor "AUTONOMOUS vehicles" Topic remotely piloted vehicles Publication Year Range Last 3 years Journal electronics letters (wiley-blackwell) Publisher wiley-blackwell

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1 results on '"AUTONOMOUS vehicles"'

1. Dynamic deployment of multi‐UAV base stations with deep reinforcement learning.

Author

Wu, Guanhan, Jia, Weimin, and Zhao, Jianwei

Subjects
*DRONE aircraft, *AUTONOMOUS vehicles, *REMOTELY piloted vehicles, *REINFORCEMENT learning, *MACHINE learning
Abstract

Unmanned aerial vehicles (UAVs) can be utilized as aerial base stations (BSs) to provide auxiliary communication services. In this letter, we propose a deep reinforcement learning (DRL)‐based dynamic deployment method for multi‐UAV communications. The phasic policy gradient (PPG) is designed to improve the sample efficiency and the attention of the multi‐UAV deployment. Simulation results are provided to verify the effectiveness of the proposed method. [ABSTRACT FROM AUTHOR]

Published
2021
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