

Developmental AI: machines that learn like children
By Pierre-Yves Oudeyer


Embedding of Low-Dimensional Attractor Manifolds by Neural Networks
By Rémi Monasson
Appears in collection : ALEA Days / Journées ALEA
I'll present two problems where data naturally present a graphical structure: the analysis of champions in a tournament and the problem of matching. I'll present for each problem intuitive results in toy models and discuss various mathematical tools involved to prove them. I'll also present many open problems, hopefully convincing people to jump in this growing area.