📄 中文摘要
自主智能体是指能够自主行动的人工智能系统。该研究阐述了现代智能体的设计、框架及其面临的问题,旨在帮助学生理解智能体在现实生活中的运作方式。在人工智能课程中,学习到的智能体能够感知环境并采取行动,涉及规划、记忆和决策等方面。研究还探讨了智能体如何利用工具和推理完成任务,这与学习到的智能体架构和逻辑密切相关。
📄 English Summary
The Rise of Agentic AI (2025)
Agentic AI refers to artificial intelligence systems that can act independently. This study explains the design, frameworks, and challenges faced by modern intelligent agents, aiming to help students understand how these agents operate in real life. In AI courses, students learn about agents that sense their environment and take actions, covering aspects such as planning, memory, and decision-making. The research also discusses how agents can utilize tools and reasoning to accomplish tasks, closely relating to the concepts of agent architecture and logic learned in the course.
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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等