arXiv:2412.16231cs.AIq-bio.NC2024-12被引 4

为认知模型添加情感与元认知模块,构建更完整的人类心智框架

A Proposal for Extending the Common Model of Cognition to Emotion

  • 引入情感与元认知双模块,与原有认知模型深度联动
  • 实现情感与认知的双向交互,支持复杂心理行为建模
  • 适合研究认知科学、人机共情系统的研究者

认知与情感必须在完整的人类心智模型中协同工作。本文提出对当前主流认知模型(Common Model of Cognition)的扩展,引入一组相互关联的情感与元认知评估模块,并建立这两组新模块与原模型中各模块及连接的广泛关联。该扩展旨在使模型能够更真实地模拟人类心智中情感与认知的动态互动,为构建具有情感理解能力的人工智能系统提供理论基础。

原文摘要 · Abstract (English)

Cognition and emotion must be partnered in any complete model of a humanlike mind. This article proposes an extension to the Common Model of Cognition -- a developing consensus concerning what is required in such a mind -- for emotion that includes a linked pair of modules for emotion and metacognitive assessment, plus pervasive connections between these two new modules and the Common Model's existing modules and links.

认知模型情感计算元认知

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