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Emotional Attention in Autonomous Agents: A Biologically Inspired Model

机译:自主主体中的情感注意:一种生物学启发的模型

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Attention and emotions are two major functions underlying human behavior. Evidence shows that these two processes interact extensively in the human brain. In fields such as human-computer interactions and artificial intelligence, computational models of attention and emotions have been developed to be included in cognitive agent architectures. However, these have been implemented as two separated processes. Although this strategy has allowed the development of intelligent agents capable of showing very believable behavior, the modeling of the interactions between the attention and emotion processes has been widely ignored. In this paper, we propose a biologically inspired computational model of emotional attention. This model is designed to provide intelligent agents with adequate mechanisms to attend and react to emotionally salient elements in the environment. The simulations demonstrate that the proposed model helps increase the believability of virtual agent's behaviors.
机译:注意和情绪是人类行为的两个主要功能。有证据表明,这两个过程在人脑中广泛相互作用。在诸如人机交互和人工智能之类的领域中,注意力和情绪的计算模型已经发展为包括在认知主体体系结构中。但是,这些已被实现为两个单独的过程。尽管此策略允许开发能够表现出非常可信行为的智能代理,但注意力和情感过程之间的交互建模却被广泛忽略。在本文中,我们提出了一种生物学启发的情绪注意力计算模型。此模型旨在为智能代理提供足够的机制,以参与环境中的情感显着元素并对其做出反应。仿真表明,所提出的模型有助于提高虚拟代理行为的可信度。

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