Cloud–Edge Collaborative Model Adaptation Based on Deep Q-Network and Transfer Feature Extraction

Cloud–Edge Collaborative Model Adaptation Based on Deep Q-Network and Transfer Feature Extraction

With the rapid development of smart devices and the Internet of Things (IoT), the explosive growth of data has placed increasingly higher demands on real-time processing and intelligent decision making. Cloud-edge collaborative computing has emerged as a mainstream architecture to address these chal...

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Bibliographic Details
Main Authors: Jue Chen, Xin Cheng, Yanjie Jia, Shuai Tan
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
reinforcement learning
transfer feature extraction
Q-learning
object detection
cloud-edge collaboration
model adaptation
Online Access:https://www.mdpi.com/2076-3417/15/15/8335
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