Sharing human mental model with an AI agent to achieve team effectiveness

Bachelor Thesis (2021)
Author(s)

Z. Ziad Ahmad Saad Soliman Nawar (TU Delft - Electrical Engineering, Mathematics and Computer Science)

Contributor(s)

M.L. Tielman – Mentor (TU Delft - Interactive Intelligence)

C. Centeio Jorge – Mentor (TU Delft - Interactive Intelligence)

R.S. Verhagen – Mentor (TU Delft - Interactive Intelligence)

Jesse Krijthe – Coach (TU Delft - Pattern Recognition and Bioinformatics)

Faculty
Electrical Engineering, Mathematics and Computer Science
Copyright
© 2021 Ziad Ziad Ahmad Saad Soliman Nawar
More Info
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Publication Year
2021
Language
English
Copyright
© 2021 Ziad Ziad Ahmad Saad Soliman Nawar
Graduation Date
02-07-2021
Awarding Institution
Delft University of Technology
Project
['CSE3000 Research Project']
Programme
['Computer Science and Engineering']
Faculty
Electrical Engineering, Mathematics and Computer Science
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Abstract

The collaboration between AI agents (Artificial Intelligence) and human is an essential part of achieving complex goals more efficiently. Many aspects are influential in achieving effective teamwork. One of them is trust. In addition, sharing the mental model would improve the understanding of the other’s behavior and the prediction of their actions. In this paper, we will analyze the influence of sharing the mental model on team performance. We will consider the human side’s trust in an AI agent under various shared mental model structures.

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