Computational Approaches to Modeling Artificial Emotion -– An overview of the Proposed Solutions

• Main Authors: Zdzislaw eKOWALCZUK, Michał eCzubenko
• Format: Article
• Language: English
• Published: Frontiers Media S.A. 2016-04-01
• Series: Frontiers in Robotics and AI
• Subjects: Emotions; Computational models; Cognitive Modeling; Human Mind; Intelligent systems; autonomous agents
• Online Access: http://journal.frontiersin.org/Journal/10.3389/frobt.2016.00021/full

Cybernetic approach to modeling artificial emotion through the use of different theories of psychology is considered in this paper, presenting a review of twelve proposed solutions: ActAffAct, FLAME, EMA, ParleE, FearNot!, FAtiMA, WASABI, Cathexis, KARO, MAMID, FCM, and xEmotion. The main motivation for this study is founded on the hypothesis that emotions can play a definite utility role of scheduling variables in the construction of intelligent autonomous systems, agents and mobile robots. In this review we also include an innovative and panoptical, comprehensive system, referred to as the Intelligent System of Decision-making (ISD), which has been employed in practical applications of various autonomous units, and which applies as its part the xEmotion, taking into consideration the personal aspects of emotions, affects (short term emotions) and mood (principally, long term emotions).