Ai-driven automated discovery tools reveal diverse behavioral competencies of biological networks

M Etcheverry, C Moulin-Frier, PY Oudeyer, M Levin - Elife, 2025 - elifesciences.org
Many applications in biomedicine and synthetic bioengineering rely on understanding,
map**, predicting, and controlling the complex behavior of chemical and genetic …

Automating the Search for Artificial Life with Foundation Models

A Kumar, C Lu, L Kirsch, Y Tang, KO Stanley… - arxiv preprint arxiv …, 2024 - arxiv.org
With the recent Nobel Prize awarded for radical advances in protein discovery, foundation
models (FMs) for exploring large combinatorial spaces promise to revolutionize many …

Curiosity-driven AI for Science: Automated Discovery of Self-Organized Structures

M Etcheverry - 2023 - theses.hal.science
Complex systems are very hard to predict and control due to their chaotic dynamics and
open-ended outcomes. However, understanding and harnessing the underlying …