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Federated Q-Learning-Based Optimization for Resource Allocation in Industrial IoT Networks

In Industrial Internet of Things (IIoT) contexts, efficient predictive maintenance and resource allocation is important to reducing downtime and improving operational performance. This study introduces a novel federated reinforcement learning approach that addresses these difficulties by enabling se...

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Détails bibliographiques
Auteurs principaux: Mahdi Safaei Yaraziz, Richard Hill
Format: Artigo
Langue:Inglês
Publié: IEEE 2025-01-01
Collection:IEEE Access
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Accès en ligne:https://ieeexplore.ieee.org/document/11215732/
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