10 citations · 22 across the 10 of their papers we have counts for
3 papers · 1 filter
Hydrodynamics of Cooperation and Self-Interest in a Two-Population Occupation Model
Jerome Garnier-Brun, Ruben Zakine, Michael Benzaquen
We study the hydrodynamics of a system of agents who optimize either their individual utility (self-interest) or the collective welfare (cooperation). When agents act selfishly, th…
How transformers learn structured data: insights from hierarchical filtering
Jerome Garnier-Brun, Marc Mézard, Emanuele Moscato +1
Understanding the learning process and the embedded computation in transformers is becoming a central goal for the development of interpretable AI. In the present study, we introdu…
Unlearnable Games and "Satisficing'' Decisions: A Simple Model for a Complex World
Jerome Garnier-Brun, Michael Benzaquen, Jean-Philippe Bouchaud
As a schematic model of the complexity economic agents are confronted with, we introduce the ``SK-game'', a discrete time binary choice model inspired from mean-field spin-glasses.…