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M. Lakshmi

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Aug 2026

Dual Factors Analysis for Energy Efficient Routing in Cognitive Radio Networks: Lightweight DRL-WsOA

Deep Q-learning with a rapidly converging local search method based on permutation-equivariant neural networks for unseen environments in the given network scenarios is incorporated to ensure faster convergence and a minimal memory footprint.

M. Lakshmi, Arram. Mahesh Babu · 0 citations

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