智能代理：定义、能力与评估框架

AI 摘要

Chip Huyen 在其博客文章中概述了智能代理的概念，将其定义为通过传感器感知环境并通过执行器采取行动的系统。文章强调基础模型的新能力使得构建自主代理成为可能，并讨论了工具和规划对代理能力的关键作用，以及代理的失败模式和评估方法。文章还指出，该领域缺乏成熟的理论框架，并参考了 Anthropic 的相关博客。

正文节选

Intelligent agents are considered by many to be the ultimate goal of AI. The classic book by Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach (Prentice Hall, 1995), defines the field of AI research as “the study and design of rational agents.” The unprecedented capabilities of foundation models have opened the door to agentic applications that were previously unimaginable. These new capabilities make it finally possible to develop autonomous, intelligent agents to act

发布时间：2025-01-07 08:00

抓取时间：2026-08-02 00:21

来源机构：Chip Huyen