Artificial Trust for Decision-Making in Human-AI Teamwork

Steps and Challenges

Journal article (2023)

Authors

C. Centeio Jorge Interactive Intelligence - EEMCS
C.M. Jonker Interactive Intelligence - EEMCS , Universiteit Leiden
M.L. Tielman Interactive Intelligence - EEMCS
Research Group
Interactive Intelligence (EEMCS) (TU Delft)
Copyright: © 2023 C. Centeio Jorge, C.M. Jonker, M.L. Tielman
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Published Date

2023

Language

English

Faculty

Electrical Engineering, Mathematics and Computer Science

Department

Intelligent Systems

Research Group

Interactive Intelligence

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.