GMM-searcher: efficient object search in large-scale scenes using large language models

Abstract Autonomous object search in large-scale, dynamic environments presents significant challenges for robots. This paper introduces GMM-Searcher, a framework designed to efficiently guide robots in object search tasks while adapting to complex and changing environments. By leveraging the reason...

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Bibliographic Details
Main Authors: Lanxiang Zheng, Ruidong Mei, Bingzhi Zou, Zhijun Zhao, Mingxin Wei, Xu Siliu
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-00788-8
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