Value Inference in Sociotechnical Systems: Blue Sky Ideas Track

Enrico Liscio; Roger Lera-Leri; Filippo Bistaffa; Roel I.J. Dobbe; Catholijn M. Jonker; Maite Lopez-Sanchez; Juan A. Rodriguez-Aguilar; Pradeep K. Murukannaiah

Value Inference in Sociotechnical Systems: Blue Sky Ideas Track

Enrico Liscio, Roger Lera-Leri, Filippo Bistaffa, Roel I.J. Dobbe, Catholijn M. Jonker, Maite Lopez-Sanchez, Juan A. Rodriguez-Aguilar, Pradeep K. Murukannaiah

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

7 Citations (Scopus)

23 Downloads (Pure)

Abstract

As artificial agents become increasingly embedded in our society, we must ensure that their behavior aligns with human values. Value alignment entails value inference, the process of identifying values and reasoning about how humans prioritize values. We introduce a holistic framework that connects the technical (AI) components necessary for value inference. Subsequently, we discuss how hybrid intelligence'the synergy of human and artificial intelligence'is instrumental to the success of value inference. Finally, we illustrate how value inference both poses significant challenges and provides novel opportunities for multiagent systems research.

Original language	English
Title of host publication	Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
Publisher	Association for Computing Machinery (ACM)
Pages	1774-1780
Number of pages	7
ISBN (Electronic)	978-1-4503-9432-1
Publication status	Published - 2023
Event	22nd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023 - London, United Kingdom Duration: 29 May 2023 → 2 Jun 2023

Conference

Conference	22nd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023
Country/Territory	United Kingdom
City	London
Period	29/05/23 → 2/06/23

Bibliographical note

Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.

Keywords

Ethics
Hybrid Intelligence
Norms
Sociotechnical Systems
Values

Access to Document

3545946.3598838Final published version, 1.05 MB

https://dl.acm.org/doi/10.5555/3545946.3598838

Cite this

Liscio, E., Lera-Leri, R., Bistaffa, F., Dobbe, R. I. J., Jonker, C. M., Lopez-Sanchez, M., Rodriguez-Aguilar, J. A., & Murukannaiah, P. K. (2023). Value Inference in Sociotechnical Systems: Blue Sky Ideas Track. In Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS (pp. 1774-1780). Association for Computing Machinery (ACM). https://dl.acm.org/doi/10.5555/3545946.3598838

@inproceedings{87f094d06ad84e4d82520ef27d19a5a9,

title = "Value Inference in Sociotechnical Systems: Blue Sky Ideas Track",

abstract = "As artificial agents become increasingly embedded in our society, we must ensure that their behavior aligns with human values. Value alignment entails value inference, the process of identifying values and reasoning about how humans prioritize values. We introduce a holistic framework that connects the technical (AI) components necessary for value inference. Subsequently, we discuss how hybrid intelligence'the synergy of human and artificial intelligence'is instrumental to the success of value inference. Finally, we illustrate how value inference both poses significant challenges and provides novel opportunities for multiagent systems research.",

keywords = "Ethics, Hybrid Intelligence, Norms, Sociotechnical Systems, Values",

author = "Enrico Liscio and Roger Lera-Leri and Filippo Bistaffa and Dobbe, {Roel I.J.} and Jonker, {Catholijn M.} and Maite Lopez-Sanchez and Rodriguez-Aguilar, {Juan A.} and Murukannaiah, {Pradeep K.}",

note = "Green Open Access added to TU Delft Institutional Repository {\textquoteleft}You share, we take care!{\textquoteright} – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.; 22nd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023 ; Conference date: 29-05-2023 Through 02-06-2023",

year = "2023",

language = "English",

pages = "1774--1780",

booktitle = "Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS",

publisher = "Association for Computing Machinery (ACM)",

address = "United States",

}

Liscio, E, Lera-Leri, R, Bistaffa, F, Dobbe, RIJ , Jonker, CM, Lopez-Sanchez, M, Rodriguez-Aguilar, JA & Murukannaiah, PK 2023, Value Inference in Sociotechnical Systems: Blue Sky Ideas Track. in Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. Association for Computing Machinery (ACM), pp. 1774-1780, 22nd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, London, United Kingdom, 29/05/23. <https://dl.acm.org/doi/10.5555/3545946.3598838>

Value Inference in Sociotechnical Systems: Blue Sky Ideas Track. / Liscio, Enrico; Lera-Leri, Roger; Bistaffa, Filippo et al.
Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. Association for Computing Machinery (ACM), 2023. p. 1774-1780.

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

TY - GEN

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T2 - 22nd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023

AU - Liscio, Enrico

AU - Lera-Leri, Roger

AU - Bistaffa, Filippo

AU - Dobbe, Roel I.J.

AU - Jonker, Catholijn M.

AU - Lopez-Sanchez, Maite

AU - Rodriguez-Aguilar, Juan A.

AU - Murukannaiah, Pradeep K.

N1 - Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.

PY - 2023

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AB - As artificial agents become increasingly embedded in our society, we must ensure that their behavior aligns with human values. Value alignment entails value inference, the process of identifying values and reasoning about how humans prioritize values. We introduce a holistic framework that connects the technical (AI) components necessary for value inference. Subsequently, we discuss how hybrid intelligence'the synergy of human and artificial intelligence'is instrumental to the success of value inference. Finally, we illustrate how value inference both poses significant challenges and provides novel opportunities for multiagent systems research.

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KW - Hybrid Intelligence

KW - Norms

KW - Sociotechnical Systems

KW - Values

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AN - SCOPUS:85171269701

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BT - Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS

PB - Association for Computing Machinery (ACM)

Y2 - 29 May 2023 through 2 June 2023

ER -

Value Inference in Sociotechnical Systems: Blue Sky Ideas Track

Abstract

Conference

Bibliographical note

Keywords

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