Unverified85% confidenceFactTime unknown
AI Agent在决策循环中如果观察到反馈不佳，会触发Replan（重新规划）机制，停下来反思并修改后续规划
1
Sources
85%
Confidence
Long-term
Relevance
6/1/2026
First Seen
Sources
AI Agent核心原理解析：决策循环与三大组件架构
bilibiliAI应用开发-
Related Entities
Related Claims
VerifiedAI Agent通常采用ReAct（Reasoning + Acting）模式，在推理和行动之间循环迭代85% similarUnverifiedWhat determines the effectiveness of an AI Agent is often the scaffolding it operates within, including toolchain design, context management, feedback loop construction, and error recovery mechanisms.77% similarUnverifiedUpfront guidance is superior to after-the-fact correction as the core paradigm of AI programming—rather than spending a large amount of time fixing erroneous AI output, it is better to set clear behavioral boundaries at the input stage77% similarUnverifiedGiving the AI positive feedback (such as confirming that a solution is viable) enables the AI to maintain a better sense of direction in subsequent suggestions.76% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/26125API
curl https://kongchang.com/api/v1/knowledge/claims/26125MCP
get_claim(id=26125)