61 citations · 70 across the 12 of their papers we have counts for
13 papers
Social physics in the age of artificial intelligence
The Anh Han, Joel Z. Leibo, Tom Lenaerts +4
Artificial intelligence (AI) systems are rapidly becoming more capable, autonomous, and deeply embedded in social life. As humans increasingly interact, cooperate, and compete with…
Mitigating Biases in Collective Decision-Making: Enhancing Performance in the Face of Fake News
Axel Abels, Elias Fernandez Domingos, Ann Nowé +1
Individual and social biases undermine the effectiveness of human advisers by inducing judgment errors which can disadvantage protected groups. In this paper, we study the influenc…
Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making
Axel Abels, Tom Lenaerts, Vito Trianni +1
Experts advising decision-makers are likely to display expertise which varies as a function of the problem instance. In practice, this may lead to sub-optimal or discriminatory dec…
ACROCPoLis: A Descriptive Framework for Making Sense of Fairness
Andrea Aler Tubella, Dimitri Coelho Mollo, Adam Dahlgren Lindström +8
Fairness is central to the ethical and responsible development and use of AI systems, with a large number of frameworks and formal notions of algorithmic fairness being available.…
The art of compensation: how hybrid teams solve collective risk dilemmas
Inês Terrucha, Elias Fernández Domingos, Francisco C. Santos +2
It is widely known how the human ability to cooperate has influenced the thriving of our species. However, as we move towards a hybrid human-machine future, it is still unclear how…
Inferring Strategies from Observations in Long Iterated Prisoner's Dilemma Experiments
Eladio Montero-Porras, Jelena Grujic, Elias Fernandez-Domingos +1
While many theoretical studies have revealed the strategies that could lead to and maintain cooperation in the Iterated Prisoner's Dilemma, less is known about what human participa…
Dealing with Expert Bias in Collective Decision-Making
Axel Abels, Tom Lenaerts, Vito Trianni +1
Quite some real-world problems can be formulated as decision-making problems wherein one must repeatedly make an appropriate choice from a set of alternatives. Multiple expert judg…
Voluntary safety commitments provide an escape from over-regulation in AI development
The Anh Han, Tom Lenaerts, Francisco C. Santos +1
With the introduction of Artificial Intelligence (AI) and related technologies in our daily lives, fear and anxiety about their misuse as well as the hidden biases in their creatio…
Delegation to autonomous agents promotes cooperation in collective-risk dilemmas
Elias Fernández Domingos, Inês Terrucha, Rémi Suchon +4
Home assistant chat-bots, self-driving cars, drones or automated negotiations are some of the several examples of autonomous (artificial) agents that have pervaded our society. The…
Artificial Intelligence Development Races in Heterogeneous Settings
Theodor Cimpeanu, Francisco C. Santos, Luis Moniz Pereira +2
Regulation of advanced technologies such as Artificial Intelligence (AI) has become increasingly important, given the associated risks and apparent ethical issues. With the great b…
Mediating Artificial Intelligence Developments through Negative and Positive Incentives
The Anh Han, Luis Moniz Pereira, Tom Lenaerts +1
The field of Artificial Intelligence (AI) is going through a period of great expectations, introducing a certain level of anxiety in research, business and also policy. This anxiet…
Timing uncertainty in collective risk dilemmas encourages group reciprocation and polarization
Elias Fernández Domingos, Jelena Grujić, Juan C. Burguillo +3
Human social dilemmas are often shaped by actions involving uncertain goals and returns that may only be achieved in the future. Climate action, voluntary vaccination and other pro…
To regulate or not: a social dynamics analysis of the race for AI supremacy
The Anh Han, Luis Moniz Pereira, Francisco C. Santos +1
Rapid technological advancements in AI as well as the growing deployment of intelligent technologies in new application domains are currently driving the competition between busine…