CoReaAgents: A Collaboration and Reasoning Framework Based on LLM-Powered Agents for Complex Reasoning Tasks

As LLMs demonstrate remarkable reasoning capabilities, LLM-powered agents are seen as key to achieving AGI (Artificial General Intelligence) and are widely applied in various complex real-world scenarios. Nevertheless, existing studies still suffer from missing steps, deviated task execution and inc...

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Bibliografische Detailangaben

Hauptverfasser:	Zhonghe Han, Jiaxin Wang, Xiaolu Yan, Zhiying Jiang, Yuanben Zhang, Siye Liu, Qihang Gong, Chenwei Song
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2025-05-01
Schriftenreihe:	Applied Sciences
Schlagworte:	LLM LLM-powered agent artificial intelligence multi-agent systems machine learning smart tools and applications
Online-Zugang:	https://www.mdpi.com/2076-3417/15/10/5663
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