An Improved Soft Actor–Critic Task Offloading and Edge Computing Resource Allocation Algorithm for Image Segmentation Tasks in the Internet of Vehicles

An Improved Soft Actor–Critic Task Offloading and Edge Computing Resource Allocation Algorithm for Image Segmentation Tasks in the Internet of Vehicles

This paper addresses the challenge of offloading resource-intensive image segmentation tasks and allocating computing resources within the Internet of Vehicles (IoV) using edge-based AI. To overcome the limitations of onboard computing in smart vehicles, this study develops an efficient edge computi...

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Bibliographic Details
Main Authors: Wei Zou, Haitao Yu, Boran Yang, Aohui Ren, Wei Liu
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:World Electric Vehicle Journal
Subjects:
edge computing
image segmentation
task offloading
computation resource allocation
deep reinforcement learning
soft actor–critic
Online Access:https://www.mdpi.com/2032-6653/16/7/353
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