When do World Models Successfully Learn Dynamical Systems?

Edmund Ross, Claudia Drygala, Leonhard Schwarz +4

In this work, we explore the use of compact latent representations with learned time dynamics ('World Models') to simulate physical systems. Drawing on concepts from control theory…