Multi objective reinforcement learning driven task offloading algorithm for satellite edge computing networks

Multi objective reinforcement learning driven task offloading algorithm for satellite edge computing networks

Abstract Satellite edge computing (SEC) has become a revolutionary paradigm to improve the quality of service, reduce the pressure on satellite-terrestrial backhaul bandwidth and reduce the average response delay of task requests. In this paper, we propose a task offloading algorithm based on K-D3QN...

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Bibliographic Details
Main Authors: Sai Xu, Jun Liu, Jiawei Tang, Xiangjun Liu, Zhi Li
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Space-based information network
Satellite edge computing
Task offloading
Reinforcement learning
DQN
Online Access:https://doi.org/10.1038/s41598-025-10553-6
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