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Crowd simulation incorporating agent psychological models, roles and communication
Pelechano Gómez, Núria; O'Brien, Kevin; Silverman, Barry G.; Badler, Norman
Universitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics; Universitat Politècnica de Catalunya. MOVING - Grup de Recerca en Modelatge, Interacció i Visualització en Realitat Virtual
We describe a new architecture to integrate a psychological model into a crowd simulation system in order to obtain believable emergent behaviors. Our existing crowd simulation system (MACES) performs high level wayfinding to explore unknown environments and obtain a cognitive map for navigation purposes, in addition to dealing with low level motion within each room based on social forces. Communication and roles are added to achieve individualistic behaviors and a realistic way to spread information about the environment. To expand the range of realistic human behaviors, we use a system (PMFserv) that implements human behavior models from a range of ability, stress, emotion, decision theoretic and motivation sources. An architecture is proposed that combines and integrates MACES and PMFserv to add validated agent behaviors to crowd simulations.
-Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Agents intel·ligents
-Collective behavior -- Computer simulation
-Intelligent agents (Computer software)
-Crowd simulation
-Autonomous agents
-Human behavior models
-Culture and emotions
-Comportament col·lectiu
-Agents intel·ligents (Programari)
Attribution-NonCommercial-NoDerivs 3.0 Spain
http://creativecommons.org/licenses/by-nc-nd/3.0/es/
Article - Submitted version
Conference Object
         

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