A General Agent Model of Emotion and Trust Using the BDI Structure

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has title::A General Agent Model of Emotion and Trust Using the BDI Structure
status: finished
Master: project within::Cognitive Science
Student name: student name::Daniël Höhle
number: student number::1729896
Dates
Start start date:=2009/03/01
End end date:=2010/02/25
Supervision
Supervisor: Tibor Bosse
Second reader: has second reader::Mark Hoogendoorn
Poster: has poster::Media:PosterDaniel.pdf

Signature supervisor



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Abstract

first KIM presentation date: 23th of April 2009 C638 13:30 - 15:15

second KIM presentation date: 25th of Februari 2010 S6.48 15:00 - 16:00

To endow virtual agents with more human-like behaviour, the current project proposes a new model for decision making based on emotions and trust. The project focuses first on the conceptual design of the model, then on the implementation of this model. To try to reproduce human decision making, the model has, mostly, been based on psychologically grounded findings. This model is based on the BDI structure, and has been extended with submodels for emotions and trust. To further prove the implementability of the model, it was implemented first at a conceptual level - in LeadsTo, and thereafter in the RoboCup soccer environment. The implementation in LeadsTo shows exactly how the connections and information flows of the model work. The generated results show that agents that use a decision model where emotions are included perform different actions than agents using the model without emotions. To investigate these results further, and in a more dynamic environment, the model was then successfully implemented in the RoboCup soccer environment, 2D simulation. Some of the results were significant differences in actions between players with different goals, and differences insome of the performed actions between a positive versus a negative emotional team.