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Oct 13 · Tuesday

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  1. Research: tool-based agents continue searching even after judging results useless; forced integration steps can correct this

    揭示工具型智能体判定无用后仍不停止检索,并检验强制整合纠正效果

    Published
    Setting
    AI Agent
    Evaluated models
    Qwen2.5-7B, Llama-3.1-8B, Qwen3-8B and others7
    Abstract论文揭示智能体判定工具失效却无法转化为停止行动,证实通过框架规则强制整合判定可提升表现。

    本文针对智能体在工具静默失效时过度检索的问题,系统分析了判定、信念与停止行动之间的解耦现象,并提出了外部规则整合方案。

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