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机器心智理论的正式定义与元模型

A formal definition and meta-model for a machine theory of mind

Oxford Brookes University(牛津布鲁克斯大学)

Fabio Cuzzolin

AI总结:

本文基于认知心理学、神经科学和人工智能证据,首次提出机器心智理论的严格形式化定义,并构建整体元模型,以审视现有研究并推动未来突破。

摘要:

本文首次提出了机器心智理论概念的严格形式化定义,该定义基于认知心理学、神经科学和人工智能证据支持的原则,并以此作为视角审视该领域的最新进展和当前努力,推动进一步研究以“破解”该问题的潜在议程。本文还提出了一个通用的整体机器心智理论元模型,并考察了在经验基准测试此类模型方面的最新进展。

英文摘要:

This paper proposes, for the first time, a rigorous formal definition of the concept of Machine Theory of Mind, based on principles supported by evidence from cognitive psychology, neuroscience and artificial intelligence, and uses the above as a lens to examine state-of-the-art and current efforts in the field, driving a potential agenda for further research there able to "crack" the problem. It also advances a general holistic meta-model for Machine Theory of Mind, and examines the state of the art when it comes to empirically benchmarking such models.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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