Verified65% confidenceFactExact time
The perception–reasoning–action loop forms the most fundamental Agentic Loop execution framework.
3
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65%
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Long-term
Relevance
9/13/2026
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Related Claims
UnverifiedExecution Loop refers to an Agent cycling between "perception—decision—action—observation of results" until the task is completed or judged to have failed; in engineering practice it is usually equipped with circuit-breaker mechanisms such as a maximum step count, timeouts, and human confirmation.77% similarUnverified在Agent应用中，每一轮推理-行动-观察循环都需要将完整历史上下文重新输入模型，导致Token消耗随任务复杂度呈非线性增长76% similarVerifiedThe agent loop follows a 'reasoning-action-observation' paradigm, iterating repeatedly until the goal is achieved or a stopping condition is reached.75% similarVerifiedThe "perception-decision-action" loop is the technical foundation of the ReAct (Reasoning + Acting) paradigm.74% similarUnverifiedAgents complete tasks through multi-turn agentic loops with step-by-step reasoning, rather than a question-and-answer working mode.73% similar
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