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Artificial Trust for Decision-Making in Human-AI Teamwork

Steps and Challenges

Conference Paper (2023)
Author(s)

Carolina Centeio Jorge (TU Delft - Electrical Engineering, Mathematics and Computer Science)

Catholijn M. Jonker (TU Delft - Electrical Engineering, Mathematics and Computer Science, Universiteit Leiden)

Myrthe L. Tielman (TU Delft - Electrical Engineering, Mathematics and Computer Science)

Research Group
Interactive Intelligence
More Info
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Publication Year
2023
Language
English
Research Group
Interactive Intelligence
Volume number
3456
Pages (from-to)
150-156
Event
Workshops at the 2nd International Conference on Hybrid Human-Artificial Intelligence, HHAI-WS 2023 (2023-06-26 - 2023-06-27), Munich, Germany
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Abstract

Human-AI teams count on both humans and artificial agents to work together collaboratively. In human-human teams, we use trust to make decisions. Similarly, our work explores how an AI can use trust (in human teammates) to make decisions while ensuring the team’s goal and mitigating risks for the humans involved. We present the several steps and challenges towards the development of an artificial-trust-based decision-making model.