451 citations · 2.2k across the 99 of their papers we have counts for
12 papers · 1 filter
Meta-Diversity Search in Complex Systems, A Recipe for Artificial Open-Endedness ?
Mayalen Etcheverry, Bert Wang-Chak Chan, Clément Moulin-Frier +1
Can we build an artificial system that would be able to generate endless surprises if ran "forever" in Minecraft? While there is not a single path toward solving that grand challen…
Machine Culture
Levin Brinkmann, Fabian Baumann, Jean-François Bonnefon +12
The ability of humans to create and disseminate culture is often credited as the single most important factor of our success as a species. In this Perspective, we explore the notio…
Generative AI in the Classroom: Can Students Remain Active Learners?
Rania Abdelghani, Hélène Sauzéon, Pierre-Yves Oudeyer
Generative Artificial Intelligence (GAI) can be seen as a double-edged weapon in education. Indeed, it may provide personalized, interactive and empowering pedagogical sequences th…
A Definition of Open-Ended Learning Problems for Goal-Conditioned Agents
Olivier Sigaud, Gianluca Baldassarre, Cedric Colas +5
A lot of recent machine learning research papers have ``open-ended learning'' in their title. But very few of them attempt to define what they mean when using the term. Even worse,…
ACES: Generating Diverse Programming Puzzles with with Autotelic Generative Models
Julien Pourcel, Cédric Colas, Gaia Molinaro +2
The ability to invent novel and interesting problems is a remarkable feature of human intelligence that drives innovation, art, and science. We propose a method that aims to automa…
SBMLtoODEjax: Efficient Simulation and Optimization of Biological Network Models in JAX
Mayalen Etcheverry, Michael Levin, Clément Moulin-Frier +1
Advances in bioengineering and biomedicine demand a deep understanding of the dynamic behavior of biological systems, ranging from protein pathways to complex cellular processes. B…