Intrinsically Motivated Discovery of Diverse Patterns in Self-Organizing Systems

Chris Reinke, Mayalen Etcheverry, Pierre-Yves Oudeyer

Abstract: We study how an unsupervised exploration and feature learning approach addresses efficiently a new problem: automatic discovery of diverse self-organized patterns in high-dim complex systems such as the game of life.