Unverified50% confidenceTradeoffExact time
ReAct框架让模型交替进行思考(Thought)和行动(Action)，泛化能力强但每一步推理存在不可忽视的随机性
1
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50%
Confidence
Long-term
Relevance
7/21/2026
First Seen
Sources
Related Claims
VerifiedThe ReAct (Reasoning + Acting) framework enables models to alternately perform reasoning and action.83% similarUnverifiedBefore ReAct was proposed, large models' reasoning capabilities (represented by Chain-of-Thought) and action capabilities (represented by Action Generation) were two independent lines of research82% similarUnverifiedReAct combines reasoning and action, allowing the model to alternately generate natural language reasoning steps and concrete actions within a trajectory, making errors traceable and correctable.82% similarVerifiedReAct要求模型在每一步明确输出「思考—行动—观测」的三元组，形成可追踪的决策轨迹80% similar
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