A deep reinforcement learning assisted task offloading and resource allocation approach towards self-driving object detection

A deep reinforcement learning assisted task offloading and resource allocation approach towards self-driving object detection

Abstract With the development of communication technology and mobile edge computing (MEC), self-driving has received more and more research interests. However, most object detection tasks for self-driving vehicles are still performed at vehicle terminals, which often requires a trade-off between det...

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Bibliographic Details
Main Authors: Lili Nie, Huiqiang Wang, Guangsheng Feng, Jiayu Sun, Hongwu Lv, Hang Cui
Format: Article
Language:English
Published: SpringerOpen 2023-09-01
Series:Journal of Cloud Computing: Advances, Systems and Applications
Subjects:
Mobile edge computing
Object detection
Deep reinforcement learning
Task offloading
Online Access:https://doi.org/10.1186/s13677-023-00503-w

Internet

https://doi.org/10.1186/s13677-023-00503-w

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