Verified70% confidenceFactTime unknown
The ReAct framework's core idea is to have language models alternate between reasoning (generating chains of thought) and acting (calling external tools)
4
Sources
70%
Confidence
Medium-term (~90 days)
Relevance
7/2/2026
First Seen
Valid until: 9/30/2026
Sources
Related Claims
VerifiedReAct核心思想是将语言模型的思考与行动交织在一起，形成思考→行动→观察的循环迭代，与Chain-of-Thought纯思考链不同84% similarUnverifiedReAct框架由DeepMind于2022年提出，将语言模型推理拆解为思考→行动→观察的循环结构，允许交替进行内部推理与外部工具调用82% similarVerifiedReAct（Reasoning + Acting）框架让模型能够交替进行推理和行动79% similarVerifiedReAct框架由普林斯顿大学团队于2022年提出，核心思想是让大语言模型交替进行思考和行动，并将环境反馈纳入下一轮推理形成闭环78% similarUnverifiedReAct框架将自然语言推理与外部工具调用统一在同一序列生成过程中，以纯自回归方式完成复杂多步骤任务78% similar
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