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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Narendiranath Babu Thamba

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#reinforcement learning Open access Sep 2026

Hybrid Convolutional Neural Network–Bidirectional Gated Recurrent Unit with Dual Attention and Reinforcement Learning for Rolling Element Bearing Fault Diagnosis

The diagnosis of rolling element bearing faults is of most importance for the reliable and safe operation of rotating machinery. An adaptive selection of fault features based on a hybrid convolutional neural network (CNN)-bidirectional gated recurrent unit (BiGRU) framework with dual attention and reinforcement learnin...

Sunil Balaji, Narendiranath Babu Thamba, PANDIYAN M · 0 citations

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