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Yinghui Xu

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Open access Aug 2026

L-ARLPT: An LLM-Augmented Reinforcement Learning Framework for Autonomous Penetration Testing

A Large Language Model-enhanced Autonomous Reinforcement Learning Penetration Testing framework that leverages the domain knowledge embedded in a Large Language Model to perform tactical planning, thereby pruning the original action space into a compact set of candidate actions.

Rufeng Zhan, Junyi Zhu, Yinghui Xu et al. · 0 citations