Information-Theoretic Policy Pre-Training with Empowerment

Moritz Schneider, Robert Krug, Narunas Vaskevicius +3

Empowerment, an information-theoretic measure of an agent's potential influence on its environment, has emerged as a powerful intrinsic motivation and exploration framework for rei…