Unverified50% confidenceFactExact time
ReAct/AutoAgent范式通过'思考-行动-观察'循环自主决定下一步，灵活性强但不确定性高，容易出现幻觉漂移或死循环
1
Sources
50%
Confidence
Long-term
Relevance
7/18/2026
First Seen
Sources
Related Claims
VerifiedThe agent loop follows a 'reasoning-action-observation' paradigm, iterating repeatedly until the goal is achieved or a stopping condition is reached.78% similarUnverifiedReAct的思考—行动—观察循环机制使Agent在处理多步骤复杂任务时表现出更高可靠性，显著减少幻觉和错误累积77% similarUnverifiedA true Agentic system has autonomous loop decision-making capability, operating in an observe-think-act cycle where the number of iterations is not predetermined.75% similarUnverified系统思考中信心带来行动、行动带来成果、成果强化信心的正向循环被称为增强回路（reinforcing loop）73% similar
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