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

被引:39
作者
Kowalczuk, Zdzislaw [1 ]
Czubenko, Michal [1 ]
机构
[1] Gdansk Univ Technol, Dept Decis Syst & Robot, Fac Elect Telecommun & Informat, Gdansk, Poland
关键词
emotions; decision-making systems; cognitive modeling; human mind; computational models; fuzzy approach; intelligent systems; autonomous agents;
D O I
10.3389/frobt.2016.00021
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
A 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 xEmotion, taking into consideration the personal aspects of emotions, affects (short-term emotions), and mood (principally, long-term emotions).
引用
收藏
页数:12
相关论文
共 98 条
[1]  
[Anonymous], 2000, PHYS ACTIVITY PSYCHO
[2]  
[Anonymous], 1977, HUMAN EMOTIONS
[3]   Emotions: from brain to robot [J].
Arbib, Michael A. ;
Fellous, Jean-Marc .
TRENDS IN COGNITIVE SCIENCES, 2004, 8 (12) :554-561
[4]  
Arkin R.C., 1998, BEHAV BASED ROBOTICS
[5]  
Arnold M.B., 1960, EMOTION PERSONALITY, VVolume 1
[6]  
Aylett RS, 2005, LECT NOTES ARTIF INT, V3661, P305
[7]   Agitated Honeybees Exhibit Pessimistic Cognitive Biases [J].
Bateson, Melissa ;
Desire, Suzanne ;
Gartside, Sarah E. ;
Wright, Geraldine A. .
CURRENT BIOLOGY, 2011, 21 (12) :1070-1073
[8]  
BATSON CD, 1990, AFFECT SOCIAL BEHAV, P89
[9]   Moral values in narrative characters: An experiment in the generation of moral emotions [J].
Battaglino, Cristina ;
Damiano, Rossana ;
Lombardo, Vincenzo .
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2014, 8832 :212-215
[10]  
Beck C., 2014, P 24 INT C FIELD PRO, P1