Enhancing Incentive Schemes in Edge Computing through Hierarchical Reinforcement Learning

Edge learning is a distributed approach for training machine learning models using data from edge devices. It preserves privacy by avoiding direct data sharing. However, existing systems struggle with resource inefficiency, malicious node participation and lack of long-term sustainability. These ch...

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Bibliographic Details
Main Authors: Gowtham R, Vatsala Anand, Yadati Vijaya Suresh, Kasetty Lakshmi Narasimha, R. Anil Kumar, V. Saraswathi
Format: Article
Language:English
Published: Institute of Technology and Education Galileo da Amazônia 2025-04-01
Series:ITEGAM-JETIA
Online Access:https://itegam-jetia.org/journal/index.php/jetia/article/view/1637
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