Artificial Trust for Decision-Making in Human-AI Teamwork: Steps and Challenges

Carolina Centeio Jorge; Catholijn M. Jonker; Myrthe L. Tielman

Artificial Trust for Decision-Making in Human-AI Teamwork: Steps and Challenges

Carolina Centeio Jorge, Catholijn M. Jonker, Myrthe L. Tielman

Interactive Intelligence

Research output: Contribution to journal › Conference article › Scientific › peer-review

72 Downloads (Pure)

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.

Original language	English
Pages (from-to)	150-156
Number of pages	7
Journal	CEUR Workshop Proceedings
Volume	3456
Publication status	Published - 2023
Event	Workshops at the 2nd International Conference on Hybrid Human-Artificial Intelligence, HHAI-WS 2023 - Munich, Germany Duration: 26 Jun 2023 → 27 Jun 2023

Keywords

artificial trust
human trustworthiness
human-AI teamwork

Access to Document

short4-3Final published version, 305 KBLicence: CC BY

Cite this

@article{a854e4d673254a3c88adaa6df9980025,

title = "Artificial Trust for Decision-Making in Human-AI Teamwork: Steps and Challenges",

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{\textquoteright}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.",

keywords = "artificial trust, human trustworthiness, human-AI teamwork",

author = "{Centeio Jorge}, Carolina and Jonker, {Catholijn M.} and Tielman, {Myrthe L.}",

year = "2023",

language = "English",

volume = "3456",

pages = "150--156",

journal = "CEUR Workshop Proceedings",

issn = "1613-0073",

publisher = "CEUR-WS",

note = "Workshops at the 2nd International Conference on Hybrid Human-Artificial Intelligence, HHAI-WS 2023 ; Conference date: 26-06-2023 Through 27-06-2023",

}

TY - JOUR

T1 - Artificial Trust for Decision-Making in Human-AI Teamwork

T2 - Workshops at the 2nd International Conference on Hybrid Human-Artificial Intelligence, HHAI-WS 2023

AU - Centeio Jorge, Carolina

AU - Jonker, Catholijn M.

AU - Tielman, Myrthe L.

PY - 2023

Y1 - 2023

N2 - 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.

AB - 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.

KW - artificial trust

KW - human trustworthiness

KW - human-AI teamwork

UR - http://www.scopus.com/inward/record.url?scp=85171145313&partnerID=8YFLogxK

M3 - Conference article

AN - SCOPUS:85171145313

SN - 1613-0073

VL - 3456

SP - 150

EP - 156

JO - CEUR Workshop Proceedings

JF - CEUR Workshop Proceedings

Y2 - 26 June 2023 through 27 June 2023

ER -

Artificial Trust for Decision-Making in Human-AI Teamwork: Steps and Challenges

Abstract

Keywords

Access to Document

Other files and links

Fingerprint

Cite this