Verified65% confidenceFactExact time
The "perception-decision-action" loop is the technical foundation of the ReAct (Reasoning + Acting) paradigm.
3
Sources
65%
Confidence
Long-term
Relevance
7/12/2026
First Seen
Sources
AI Agent Development Learning Path: Four Stages from Zero to Hands-On Projects
bilibiliAgent搭建7/9/2026
Related Claims
UnverifiedPrompting techniques such as ReAct (Reasoning + Acting) and Chain-of-Thought can enhance model stability in multi-step decision-making scenarios.77% similarVerifiedThe ReAct pattern's execution flow includes six steps: the user raises a request, the agent reasons (Reasoning), executes an action (Acting), observes the result (Observation), loops repeatedly, and returns an answer77% similarUnverifiedAgent的失败-修正-再尝试过程被称为ReAct（Reasoning + Acting）模式或反思循环76% similar
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