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Enhancing robustness of LLM-driven multi-agent systems through randomized smoothing

Jinwei HU Yi DONG Zhengtao DING Xiaowei HUANG

中国航空学报(英文版)2026,Vol.39Issue(7):38-46,9.
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中国航空学报(英文版)2026,Vol.39Issue(7):38-46,9.DOI:10.1016/j.cja.2025.103779

Enhancing robustness of LLM-driven multi-agent systems through randomized smoothing

Enhancing robustness of LLM-driven multi-agent systems through randomized smoothing

Jinwei HU 1Yi DONG 1Zhengtao DING 2Xiaowei HUANG1

作者信息

  • 1. Department of Computer Science,University of Liverpool,Liverpool L69 3BX,UK
  • 2. Department of Electrical and Electronic Engineering,The University of Manchester,Manchester M13 9PL,UK
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摘要

关键词

Consensus seeking/Large language models/Multi-agent systems/Randomized smoothing/Safe planning

Key words

Consensus seeking/Large language models/Multi-agent systems/Randomized smoothing/Safe planning

引用本文复制引用

Jinwei HU,Yi DONG,Zhengtao DING,Xiaowei HUANG..Enhancing robustness of LLM-driven multi-agent systems through randomized smoothing[J].中国航空学报(英文版),2026,39(7):38-46,9.

中国航空学报(英文版)

1000-9361

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