Unverified50% confidenceFactExact time
ReAct范式衍生出Reflexion、LATS、Plan-and-Execute等变体
1
Sources
50%
Confidence
Long-term
Relevance
9/2/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe ReAct pattern's core idea is to have the LLM alternately execute 'Reasoning' and 'Acting' steps in a loop to handle complex multi-step tasks.76% similarUnverifiedReAct采用append-only的线性增长模式，Plan-and-Execute模式将规划与执行解耦，从架构层面缓解上下文积累75% similarVerifiedReAct模式的执行流程包括：用户提出需求、智能体思考（Reasoning）、执行行动（Acting）、观察结果（Observation）、循环往复、返回答案六个步骤74% similarUnverifiedReAct范式相比传统的计划-执行分离模式，最大优势在于容错性，可根据工具返回结果动态修正后续计划74% similarUnverifiedReflexion、AutoGPT、MetaGPT等框架均沿用了ReAct的推理-行动分层架构73% similar
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