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Shi-Xiong Jiang

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#artificial intelligence Preprint Oct 2026

Vulnerability Analysis for Safe Multi-Agent Reinforcement Learning

Safe Multi-Agent Reinforcement Learning (SMARL) aims to learn cooperative control policies under prescribed safety constraints. Al- though existing SMARL methods focus on enforcing safety during policy optimization, their vulnerability remains largely unexplored. This paper investigates inference-time observation attac...

Tao-Zheng Zhu, Shi-Xiong Jiang, Fan-Xin Kong · 0 citations

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