Unverified60% confidenceSolutionExact time
In actual engineering, a maximum number of iterations (Max Iterations) is typically set for the ReAct loop to prevent the Agent from entering an infinite loop or consuming excessive resources
2
Sources
60%
Confidence
Long-term
Relevance
9/6/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedA typical ReAct-paradigm Agent may need to go through 5–20 loops to complete a complex task, with each loop involving at least one LLM call.79% similarUnverified推理-行动循环（ReAct Loop）可以持续多轮，AI分析状态、决定调用工具、获取结果后再规划下一步直至任务完成75% 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75% similarUnverifiedThe number of closed-loop repair attempts should be capped (typically 3–5 times) to prevent Agents from falling into infinite repair loops.74% similarUnverifiedIf agent loop execution lacks a maximum iteration limit and infinite-loop detection mechanism, the system will fall into an infinite loop and rapidly consume the token budget73% similar
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