Latent-Predictive Empowerment: Measuring Empowerment without a Simulator

Andrew Levy, Alessandro Allievi, George Konidaris

Empowerment has the potential to help agents learn large skillsets, but is not yet a scalable solution for training general-purpose agents. Recent empowerment methods learn diverse…