为社会代理的高阶 "心智理论 "建立计算模型。

IF 2.9 Q2 ROBOTICS

Frontiers in Robotics and AI Pub Date : 2024-10-02 eCollection Date: 2024-01-01 DOI:10.3389/frobt.2024.1468756

Federico Tavella, Federico Manzi, Samuele Vinanzi, Cinzia Di Dio, Davide Massaro, Angelo Cangelosi, Antonella Marchetti

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引用次数: 0

摘要

人类与机器之间的有效交流需要人工智能工具采用类似人类的社会视角。心智理论（ToM）能够理解和预测心理状态和行为，这对于从童年到成年的社会交往至关重要。具备心智理论技能的人工代理可以更好地协调行动，例如在仓库或医疗保健领域。将 ToM 纳入人工智能系统可以彻底改变我们与智能机器的互动。这项建议强调了目前文献中对一阶 ToM 模型的关注，并研究了创建高阶 ToM 计算模型的潜力。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Towards a computational model for higher orders of Theory of Mind in social agents.

Effective communication between humans and machines requires artificial tools to adopt a human-like social perspective. The Theory of Mind (ToM) enables understanding and predicting mental states and behaviours, crucial for social interactions from childhood through adulthood. Artificial agents with ToM skills can better coordinate actions, such as in warehouses or healthcare. Incorporating ToM in AI systems can revolutionise our interactions with intelligent machines. This proposal emphasises the current focus on first-order ToM models in the literature and investigates the potential of creating a computational model for higher-order ToM.

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来源期刊

Frontiers in Robotics and AI ROBOTICS-

CiteScore

6.50

自引率

5.90%

发文量

355

审稿时长

14 weeks

期刊介绍： Frontiers in Robotics and AI publishes rigorously peer-reviewed research covering all theory and applications of robotics, technology, and artificial intelligence, from biomedical to space robotics.