Felix: A Model for Affective Multi-agent Simulations

被引:0
作者
Vincenti, Giovanni [1 ]
Braman, James [2 ]
机构
[1] Univ Baltimore, Baltimore, MD 21201 USA
[2] Community Coll Baltimore Cty, Essex, MD USA
来源
ADVANCES IN ARTIFICIAL INTELLIGENCE, SOFTWARE AND SYSTEMS ENGINEERING (AHFE 2021) | 2021年 / 271卷
关键词
Affective computing; Kansei engineering; Agent-based models; RECOGNITION; EMOTIONS;
D O I
10.1007/978-3-030-80624-8_9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This article introduces the Felix model, which utilizes concepts based on human physiology to simulate the influence of emotions in decision-making, the performance of actions, and memory mechanics. The model implements a fuzzy affective system, a genetically inspired emotive arousal modulation component that influences the agent's performance. The goal of this project is to create multi-agent environments that simulate human behavior in emotionally charged situations. In addition to the model introduction, preliminary data for a sample situation is presented as well as a brief discussion of future work.
引用
收藏
页码:67 / 74
页数:8
相关论文
共 22 条
[1]   A real-time automated system for the recognition of human facial expressions [J].
Anderson, K ;
McOwan, PW .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2006, 36 (01) :96-105
[2]  
[Anonymous], 1980, EMOTION THEORY RES E
[3]  
Aydt H., 2011, 2011 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies, P72, DOI 10.1109/WI-IAT.2011.154
[4]   Fuzzy model of dominance emotions in affective computing [J].
Bakhtiyari, Kaveh ;
Husain, Hafizah .
NEURAL COMPUTING & APPLICATIONS, 2014, 25 (06) :1467-1477
[5]   Recognizing emotion from dance movement:: comparison of spectator recognition and automated techniques [J].
Camurri, A ;
Lagerlöf, I ;
Volpe, G .
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, 2003, 59 (1-2) :213-225
[6]  
Christianson S.A, 2014, HDB EMOTION MEMORY R
[7]  
Diamond David M., 2007, Neural Plasticity, V2007, P1, DOI 10.1155/2007/60803
[8]   FAtiMA modular: Towards an agent architecture with a generic appraisal framework [J].
Dias, João ;
Mascarenhas, Samuel ;
Paiva, Ana .
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2014, 8750 :44-56
[9]  
Diener E, 2009, SOC INDIC RES SER, V37, P103, DOI 10.1007/978-90-481-2350-6_5
[10]   AN ARGUMENT FOR BASIC EMOTIONS [J].
EKMAN, P .
COGNITION & EMOTION, 1992, 6 (3-4) :169-200