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

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

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
Title of host publication	HHAI-WS 2023 - Proceedings of the Workshops at the 2nd International Conference on Hybrid Human-Artificial Intelligence, co-located with, HHAI 2023
Editors	P.K. Murukannaiah, T. Hirzle
Publisher	CEUR Workshop Proceedings
Pages	150-156
Number of pages	7
Publication status	Published - 2023
Externally published	Yes
Event	Workshops at the 2nd International Conference on Hybrid Human-Artificial Intelligence, HHAI-WS 2023 - Munich, Germany Duration: 26 Jun 2023 → 27 Jun 2023

Publication series

Name	CEUR Workshop Proceedings
Publisher	CEUR-WS
Volume	3456
ISSN (Print)	1613-0073

Conference

Conference	Workshops at the 2nd International Conference on Hybrid Human-Artificial Intelligence, HHAI-WS 2023
Country/Territory	Germany
City	Munich
Period	26/06/23 → 27/06/23

Funding

This research was supported by the Delft AI Initiative and by EU Horizon 2020 research and innovation programme under GA Numbers 952215 T AILOR), and 820437 ?Humane AI Net), and supported by the National Science Foundation ?NWO) under Grant Numbers 024.004.022 ?Hybrid Intelligence), 024.004.031 ?ESDiT), and 024.005.017 ? ALGOSOC). The support is gratefully acknowledged. Any opinions, findings, conclusions, or recommendations expressed in this material are those of the author?s) and do not necessarily reflect the views of the supporting organisations. This research was supported by the Delft AI Initiative and by EU Horizon 2020 research and innovation programme under GA Numbers 952215 (TAILOR), and 820437 (Humane AI Net), and supported by the National Science Foundation (NWO) under Grant Numbers 024.004.022 (Hybrid Intelligence), 024.004.031 (ESDiT), and 024.005.017 (ALGOSOC). The support is gratefully acknowledged. Any opinions, findings, conclusions, or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the supporting organisations.

Funders	Funder number
ESDiT	024.005.017
National Science Foundation
Nederlandse Organisatie voor Wetenschappelijk Onderzoek	024.004.022
Horizon 2020	952215 T AILOR, 820437

Access to Document

https://ceur-ws.org/Vol-3456/short4-3.pdfLicence: CC BY

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Jorge, C. C., Jonker, C. M., & Tielman, M. L. (2023). Artificial Trust for Decision-Making in Human-AI Teamwork: Steps and Challenges. In P. K. Murukannaiah, & T. Hirzle (Eds.), HHAI-WS 2023 - Proceedings of the Workshops at the 2nd International Conference on Hybrid Human-Artificial Intelligence, co-located with, HHAI 2023 (pp. 150-156). (CEUR Workshop Proceedings; Vol. 3456). CEUR Workshop Proceedings. https://ceur-ws.org/Vol-3456/short4-3.pdf

Jorge, Carolina Centeio ; Jonker, Catholijn M. ; Tielman, Myrthe L. / Artificial Trust for Decision-Making in Human-AI Teamwork : Steps and Challenges. HHAI-WS 2023 - Proceedings of the Workshops at the 2nd International Conference on Hybrid Human-Artificial Intelligence, co-located with, HHAI 2023. editor / P.K. Murukannaiah ; T. Hirzle. CEUR Workshop Proceedings, 2023. pp. 150-156 (CEUR Workshop Proceedings).

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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.",

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booktitle = "HHAI-WS 2023 - Proceedings of the Workshops at the 2nd International Conference on Hybrid Human-Artificial Intelligence, co-located with, HHAI 2023",

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

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Jorge, CC, Jonker, CM & Tielman, ML 2023, Artificial Trust for Decision-Making in Human-AI Teamwork: Steps and Challenges. in PK Murukannaiah & T Hirzle (eds), HHAI-WS 2023 - Proceedings of the Workshops at the 2nd International Conference on Hybrid Human-Artificial Intelligence, co-located with, HHAI 2023. CEUR Workshop Proceedings, vol. 3456, CEUR Workshop Proceedings, pp. 150-156, Workshops at the 2nd International Conference on Hybrid Human-Artificial Intelligence, HHAI-WS 2023, Munich, Germany, 26/06/23. <https://ceur-ws.org/Vol-3456/short4-3.pdf>

Artificial Trust for Decision-Making in Human-AI Teamwork: Steps and Challenges. / Jorge, Carolina Centeio; Jonker, Catholijn M.; Tielman, Myrthe L.
HHAI-WS 2023 - Proceedings of the Workshops at the 2nd International Conference on Hybrid Human-Artificial Intelligence, co-located with, HHAI 2023. ed. / P.K. Murukannaiah; T. Hirzle. CEUR Workshop Proceedings, 2023. p. 150-156 (CEUR Workshop Proceedings; Vol. 3456).

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review

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BT - HHAI-WS 2023 - Proceedings of the Workshops at the 2nd International Conference on Hybrid Human-Artificial Intelligence, co-located with, HHAI 2023

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Jorge CC, Jonker CM, Tielman ML. Artificial Trust for Decision-Making in Human-AI Teamwork: Steps and Challenges. In Murukannaiah PK, Hirzle T, editors, HHAI-WS 2023 - Proceedings of the Workshops at the 2nd International Conference on Hybrid Human-Artificial Intelligence, co-located with, HHAI 2023. CEUR Workshop Proceedings. 2023. p. 150-156. (CEUR Workshop Proceedings).

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

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