Similarity based task timely termination method for image based intelligent agents

Abstract Due to the hallucination of the underlying large language model(LLMs) or the unclear description of the task’s ultimate goal, the agents have become somewhat confused. Despite having completed tasks, they have not ceased working, leading to a waste of resource. We propose similarity-based t...

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Bibliographic Details
Main Authors: Sheng Jie, Xing Huang, Chengxi Jing, Xian Jiang, Ligang Dong
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-024-83463-8
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