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...

Full description

Saved in:
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
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.mdpi.com/2504-446X/9/5/358

Similar Items