arXiv cs.AI论文
智能体AI的涌现：演进、背景、工作原理、应用、采纳因素及未来研究方向综述
本文系统综述了智能体AI（Agentic AI）的演进、理论基础、架构与工作原理，探讨了其在多个领域的实际应用，分析了影响用户采纳的关键因素，并提出了一个包含系统质量等维度的采纳框架。研究指出了当前挑战与未来研究方向，为研究人员和实践者提供了全面理解。
这篇是正式发表的长论文，站内提供中文解读，全文请到原文阅读 PDF。
Abstract:Agentic AI is gaining new insights and advancements in the field of Artificial Intelligence, fostering significant potential to enable rapid transformation across various this http URL rapid advancement and the potential to revolutionize various domains advocate the need for a deeper understanding and firm grasp of the technology. Moreover, an investigation into state of the art research directions in agentic AI needs to be conducted to comprehensively assess the potential scope for improvement and this http URL, to address these objectives, a comprehensive review can provide researchers and practitioners with valuable insights into the current state and future research scopes of agentic this http URL, this work considers the recently published scholarly contributions in agentic AI across various domains and discusses the fundamentals and working principles of Agentic AI, traces the historical and theoretical evolution of agency in artificial systems, explores and discusses Agentic AIs architecture, working principles, and functionalities, explores real-world applications of Agentic AI across various domains, analyzes the research findings, identifies current challenges, and discuss potential future research directions, and proposes a comprehensive framework of stakeholders intention to use and adopt Agentic AI with the help of proposed system quality this http URL, this systematic review provides researchers and practitioners with a comprehensive understanding of Agentic AI, its current developments and applications, highlights key research gaps, and outlines future research directions.