智能体AI的涌现：关于演进、背景、工作原理、应用、采用因素及未来研究方向的综述
Emergence of Agentic AI: A Review on Evolution, Background, Working Principles, Applications, Adoption Factors, and Future Research Directions
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中文总结 AI 辅助
本系统综述梳理智能体AI的演进、原理、应用等，构建利益相关者采用框架，为相关人员提供该领域现状、缺口及未来方向的全面见解。
中文摘要 AI 辅助
智能体AI（Agentic AI）正在人工智能领域获得新的见解与进展，具备推动各领域快速变革的巨大潜力。其快速发展及变革各领域的潜力，要求人们对该技术进行更深入的理解与扎实掌握；同时，需对智能体AI的前沿研究方向展开调查，以全面评估其改进潜力与范围。为达成这些目标，全面的综述能为研究人员与从业者提供智能体AI的现状及未来研究范围的宝贵见解。本研究考量了各领域近期发表的智能体AI学术成果，探讨了智能体AI的基础与工作原理，追溯了人工系统中智能体的历史与理论演进，探究并讨论了智能体AI的架构、工作原理与功能，分析了其在各领域的实际应用，梳理了研究发现、当前挑战及潜在未来研究方向，还借助所提出的系统质量相关内容，构建了利益相关者使用与采用智能体AI的综合框架。本系统综述为研究人员与从业者提供了对智能体AI、其当前发展与应用的全面理解，凸显了关键研究缺口，并概述了未来研究方向。
英文摘要
Agentic AI is gaining new insights and advancements in the field of Artificial Intelligence, fostering significant potential to enable rapid transformation across various domains.This 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 application.Therefore, 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 AI.Hence, 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 dimensions.Therefore, 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.
