基于动态Q学习算法的情感自动机模型研究

Research on a Model of Emotion-automaton Based on Dynamic Q-learning Arithmetic

让计算机具有认知和表达自己情感的能力,培养其智能地对人类的情感做出反应是现阶段信息科学研究的热点内容。本文构建了基于动态Q学习算法的情感自动机模型,在该模型中,定义了情感元的概念,情感元应用动态Q学习算法来预测并感知环境的变化,从而改变自身情感来适应周围环境。

Letting computers have the ability of cognizing, expressing their emotions and training them to act human emotions, is becoming hotspot of recent research. This paper, designs a model of emotion-automaton based on dynamic Q-learning arithmetic, in which defines an emotional unit. The emotional unit will change its emotion to forecast and apperceive the variety circumstance by dynamic Q-learning arithmetic, then change its action to adapt the circumstance.