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Ceyao Zhang

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Review Open access Jul 2026

Exploring Large Language Model‐Based Intelligent Agents: Definitions, Methods, and Prospects

An organizing framework for understanding LLM‐based agents is established, systematically deconstructing both single‐agent and multi‐agent systems into their core components, and the architectural principles and key mechanisms that underpin their intelligence are analyzed.

Yuheng Cheng, Ceyao Zhang, Zhengwen Zhang et al. · 1 citation