Title :
An emotional regulation model with memories for virtual agents
Author :
Rosales, Jonathan-Hernando ; Jaime, Karina ; Ramos, Felix ; Ramos, M.
Author_Institution :
Dept. of Comput. Sci., Cinvestav-IPN, Guadalajara, Mexico
Abstract :
Emotional regulation is a mechanism to adjust our behavior to the current environment. We use this mechanism to achieve goals and objectives. This paper proposes a model for emotional regulation in virtual agents based on biological evidence of human brain function. The evidence shows different brain activation during emotional regulation. The model defines the techniques that are implemented, the data flow, and the data processing in each brain area during the emotional regulation. In the case study, a virtual agent shows behavior changes when it takes into account the emotional regulation mechanism and when it does not. The agent has emotional memories; they are from previous experiences and help to provide the desired behavior.
Keywords :
multi-agent systems; agent behavior changes; biological evidence; brain activation; emotional memories; emotional regulation mechanism; emotional regulation model; human brain function; virtual agents; Biological system modeling; Brain modeling; Computational modeling; Decision making; Psychology;
Conference_Titel :
Cognitive Informatics & Cognitive Computing (ICCI*CC), 2013 12th IEEE International Conference on
Conference_Location :
New York, NY
Print_ISBN :
978-1-4799-0781-6
DOI :
10.1109/ICCI-CC.2013.6622253