Artificial Trust for Decision-Making in Human-AI Teamwork
Steps and Challenges
C. Centeio Jorge (TU Delft - Interactive Intelligence)
Catholijn Jonker (TU Delft - Interactive Intelligence, Universiteit Leiden)
ML Tielman (TU Delft - Interactive Intelligence)
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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.
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