An Emotional Agent Model for the Simulation of Realistic Civilian Behaviors during Emergency Situations

Analyzing human behaviors during emergency situations contributes to build efficient emergency management plans. Indeed, research shows that emotions have a major influence on human behavior particularly to respond to highly emotive events such as those happening in emergency situations. Therefore, it is recognized that they are necessary to produce human-like behaviors in artificial agents. In this paper, we present an emotional agent model of human civilians in an emergency context. The aim is to model and to simulate the emotion generation process and the impact of the elicited emotions on civilian behaviors in an emergency situation during a disaster.

[1]  Michael Lees,et al.  HumDPM: A Decision Process Model for Modeling Human-Like Behaviors in Time-Critical and Uncertain Situations , 2011, Trans. Comput. Sci..

[2]  M. Minsky The Emotion Machine: Commonsense Thinking, Artificial Intelligence, and the Future of the Human Mind , 2006 .

[3]  Gary Klein,et al.  Sources of Power: How People Make Decisions , 2017 .

[4]  Tuncer Ören,et al.  Design and implementation of GEmA: A generic emotional agent , 2011, Expert Syst. Appl..

[5]  N. Badler,et al.  Crowd simulation incorporating agent psychological models, roles and communication , 2005 .

[6]  Ana Paiva,et al.  Feeling and Reasoning: A Computational Model for Emotional Characters , 2005, EPIA.

[7]  Michael Lees,et al.  A Computational Model of Emotions for Agent-Based Crowds in Serious Games , 2011, 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology.

[8]  Juan Pavón,et al.  Human Attributes in the Modelling of Work Teams , 2010, BASYS.

[9]  John Yen,et al.  FLAME—Fuzzy Logic Adaptive Model of Emotions , 2000, Autonomous Agents and Multi-Agent Systems.

[10]  Alexia Zoumpoulaki,et al.  A Multi-agent Simulation Framework for Emergency Evacuations Incorporating Personality and Emotions , 2010, SETN.

[11]  K. Scherer Psychological models of emotion. , 2000 .

[12]  E R Galea,et al.  Computer modelling of human behaviour in aircraft fire accidents. , 1996, Toxicology.

[13]  Emiliano Lorini,et al.  Computational Modeling of Emotion: Toward Improving the Inter- and Intradisciplinary Exchange , 2013, IEEE Transactions on Affective Computing.

[14]  C. Elliott The affective reasoner: a process model of emotions in a multi-agent system , 1992 .

[15]  Wander Jager,et al.  CROSS: Modelling Crowd Behaviour with Social-Cognitive Agents , 2013, J. Artif. Soc. Soc. Simul..

[16]  Domitile Lourdeaux,et al.  Personality, Emotions and Physiology in a BDI Agent Architecture: The PEP -≫ BDI Model , 2009, 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology.

[17]  Norman I. Badler,et al.  Controlling individual agents in high-density crowd simulation , 2007, SCA '07.

[18]  Dirk Helbing A Fluid-Dynamic Model for the Movement of Pedestrians , 1992, Complex Syst..

[19]  Andrew Ortony,et al.  The Cognitive Structure of Emotions , 1988 .