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Yulong Shen

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Preprint Aug 2026

MARL-Based Sequential RIS Auctions: A Physical-Layer Security Analysis

Numerical results show that, under the considered eavesdropper bidding strategies, the RL-based strategy enables legitimate receivers to achieve the highest secrecy rate per unit cost, outperforming random and fixed strategies and approaching the ideal physical-layer upper bound.

Yuan-Yu Zhang, Yu Zhang, Jialu He et al. · 0 citations

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