[PDF][PDF] Value inference in sociotechnical systems

E Liscio, R Lera-Leri, F Bistaffa… - Proceedings of the …, 2023 - enricoliscio.github.io
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 …

Explainability in mechanism design: recent advances and the road ahead

SA Suryanarayana, D Sarne, S Kraus - European Conference on Multi …, 2022 - Springer
Designing and implementing explainable systems is seen as the next step towards
increasing user trust in, acceptance of and reliance on Artificial Intelligence (AI) systems …

A calculus for computing structured justifications for election outcomes

A Boixel, U Endriss, R de Haan - … of the AAAI Conference on Artificial …, 2022 - ojs.aaai.org
In the context of social choice theory, we develop a tableau-based calculus for reasoning
about voting rules. This calculus can be used to obtain structured explanations for why a …

[PDF][PDF] A graph-based algorithm for the automated justification of collective decisions

O Nardi, A Boixel, U Endriss - Proceedings of the 21st …, 2022 - staff.science.uva.nl
Imagine a scenario in which a small committee has to take a decision that involves choosing
from a handful of alternatives. The committee members have different preferences and there …

[PDF][PDF] Displaying Justifications for Collective Decisions.

A Boixel, U Endriss, O Nardi - IJCAI, 2022 - staff.fnwi.uva.nl
We present an online demonstration tool illustrating a general approach to computing
justifications for accepting a given decision when confronted with the preferences of several …

Justifying social-choice mechanism outcome for improving participant satisfaction

SA Suryanarayana, D Sarne, S Kraus - arXiv preprint arXiv:2205.15863, 2022 - arxiv.org
In many social-choice mechanisms the resulting choice is not the most preferred one for
some of the participants, thus the need for methods to justify the choice made in a way that …

[PDF][PDF] Voting by axioms

MC Schmidtlein, U Endriss - … of the 2023 International Conference on …, 2023 - ifaamas.org
There is a well-known mismatch between, on the one hand, seminal results in social choice
theory—the principled study of decision making in groups—saying that it is essentially …

[PDF][PDF] A graph-based algorithm for the automated justification of collective decisions

O Nardi - Master's thesis. ILLC, University of Amsterdam, 2021 - staff.fnwi.uva.nl
ABSTRACT Social Choice Theory is the study of collective decision making. A well-known
lesson from this field is that there is no perfect way to aggregate the individual views of a …

Inferring Values via Hybrid Intelligence

E Liscio, R Lera-Leri, F Bistaffa… - HHAI 2023 …, 2023 - ebooks.iospress.nl
Values, such as freedom and safety, are the core motivations that guide us humans. A
prerequisite for creating value-aligned multiagent systems that involve humans and artificial …

[PDF][PDF] Voting by Axioms

MC Schmidtlein - Master's thesis. ILLC, University of Amsterdam, 2022 - eprints.illc.uva.nl
How should we decide on the outcome of an election? Social choice theory offers many
voting rules to answer this question, but also establishes various impossibility results …