Towards an emergent model of emotions

S. Nallaperuma, A. Karunananda
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Abstract

Various attempts have been made throughout the history of artificial intelligence (AI) to incorporate emotional support in intelligent systems. Still some paths are left untraveled. This paper presents an attempt to model emotions as a complex system based on the hypothesis that mind state can be considered as an emergent phenomena resulting from autonomous, interactive, elementary entities called emotions. Inspiration for our approach is found in Buddhist philosophical concepts about thought formation by combination of emotions. Multi Agent Systems (MAS) technology has been used for the realization of above emotional model because interactions and emergence are intrinsic features of MAS. Capabilities of the model are exposed through a virtual agent application called EME who perceives, understands, uses and expresses emotions. Evaluation of the agent implementation has shown good results in achieving emotional intelligence with enhanced quality.
走向一个涌现的情绪模型
纵观人工智能(AI)的历史,人们曾多次尝试将情感支持纳入智能系统。还有一些路没人走。本文提出了一种尝试,将情绪建模为一个复杂的系统,该系统基于一种假设,即精神状态可以被视为一种由称为情绪的自主、互动、基本实体产生的紧急现象。我们的方法的灵感来自于佛教关于情感结合形成思维的哲学概念。多智能体系统(Multi Agent Systems, MAS)技术被用于上述情感模型的实现,因为交互和涌现是MAS的内在特征。模型的功能通过一个名为EME的虚拟代理应用程序公开,该应用程序感知、理解、使用和表达情感。对智能体实施的评估表明,在提高情商质量方面取得了良好的效果。
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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