论文研究 arXiv cs.AI Thu, 20 Aug 2026 正文 ok 306 words

Agentic AI 的兴起:演进、背景、工作原理、应用、采纳因素与未来研究方向综述

英文标题:Emergence of Agentic AI: A Review on Evolution, Background, Working Principles, Applications, Adoption Factors, and Future Research Directions

这篇综述系统梳理了 Agentic AI 的历史与理论演进、基础概念、架构、工作机制及功能特征。论文考察了 Agentic AI 在多个现实领域的应用,分析现有研究成果、关键挑战与潜在改进空间。作者还提出了一个用于解释利益相关者使用和采纳 Agentic AI 意愿的综合框架,并引入系统质量维度。该研究可为研究人员和实践者理解 Agentic AI 的当前进展、应用潜力、研究缺口及未来方向提供参考。
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中文

[提交于 2026 年 6 月 20 日]

标题:Agentic AI 的兴起:演进、背景、工作原理、应用、采纳因素与未来研究方向综述

查看 AKM Bahalul Haque 及另外 3 位作者撰写的论文《Agentic AI 的兴起:演进、背景、工作原理、应用、采纳因素与未来研究方向综述》的 PDF。

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摘要:Agentic AI 正在人工智能领域带来新的洞见与进展,并展现出推动多个此 HTTP URL领域快速转型的巨大潜力。这种快速发展及其革新多个领域的潜力,表明有必要对该技术形成更深入的理解和扎实的掌握。此外,还需要考察 Agentic AI 的前沿研究方向,以全面评估其改进潜力及其此 HTTP URL应用范围。为实现这些目标,开展综合性综述可为研究人员和实践者提供关于 Agentic 此 HTTP URLAI 当前状态及未来研究范围的宝贵洞见。因此,本研究考察了近期发表的、涉及多个领域 Agentic AI 的学术贡献,讨论了 Agentic AI 的基础与工作原理,追溯了人工系统中能动性的历史与理论演进,探索并讨论了 Agentic AI 的架构、工作原理和功能,考察了 Agentic AI 在多个领域的现实应用,分析研究发现,识别当前挑战并讨论潜在的未来研究方向;同时,借助所提出的系统质量此 HTTP URL维度,提出了一个关于利益相关者使用和采纳 Agentic AI 意愿的综合框架。因此,这篇系统性综述为研究人员和实践者提供了对 Agentic AI、其当前发展及应用的全面理解,突出关键研究缺口,并概述未来研究方向。

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来自:AKM Bahalul Haque [

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[v1]

2026 年 6 月 20 日,星期六,18:23:09 UTC(1,943 KB)

English / 原文

[Submitted on 20 Jun 2026]

Title:Emergence of Agentic AI: A Review on Evolution, Background, Working Principles, Applications, Adoption Factors, and Future Research Directions

View a PDF of the paper titled Emergence of Agentic AI: A Review on Evolution, Background, Working Principles, Applications, Adoption Factors, and Future Research Directions, by AKM Bahalul Haque and 3 other authors

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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.

Submission history

From: AKM Bahalul Haque [

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[v1]

Sat, 20 Jun 2026 18:23:09 UTC (1,943 KB)