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研究者提出结构化机器心智理论框架SMToM

1 reports1 reporting sourcesUpdated 11 hours ago

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2026年11月6日,相关研究提出了结构化机器心智理论(SMToM)框架及BDIBottleneck模型。该成果基于“信念-愿望-意图”(BDI)因果结构,能够从智能体轨迹中归因显式心理状态,并实现直接反事实干预。同时,该模型还提供了可直接编辑心理状态的接口。在受控行人导航评估中,该模型的表现超越了纯轨迹和无监督上下文基线。

AI-generated from reports · Updated 10 hours ago

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Nov 6
  1. arXiv 机器学习
    基于智能体轨迹的结构化机器心智理论 SMToM

    研究提出了结构化机器心智理论(SMToM)框架及 BDIBottleneck 模型,基于“信念-愿望-意图”(BDI)因果结构从智能体轨迹中归因显式心理状态,实现直接反事实干预。在受控行人导航评估中,该模型表现超越纯轨迹和无监督上下文基线,并提供了可直接编辑心理状态的接口。

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