Parallel Task Offloading and Trajectory Optimization for UAV-Assisted Mobile Edge Computing via Hierarchical Reinforcement Learning

Parallel Task Offloading and Trajectory Optimization for UAV-Assisted Mobile Edge Computing via Hierarchical Reinforcement Learning

With the rapid growth of IoT data and increasing demands for low-latency computation, UAV-assisted mobile edge computing (MEC) offers a flexible solution to overcome the limitations of fixed MEC servers. To better reflect concurrent service scenarios, this paper innovatively develops a multi-channel...

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Bibliographic Details
Main Authors:	Tuo Wang, Xitai Na, Yusen Nie, Jinglong Liu, Wenda Wang, Zhenduo Meng
Format:	Article
Language:	English
Published:	MDPI AG 2025-05-01
Series:	Drones
Subjects:	mobile edge computing invalid action masking deep reinforcement learning hierarchical reinforcement learning UAV
Online Access:	https://www.mdpi.com/2504-446X/9/5/358
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