Keep it Simple: Data-efficient Learning for Controlling Complex Systems with Simple Models

Thomas Power, Dmitry Berenson

When manipulating a novel object with complex dynamics, a state representation is not always available, for example for deformable objects. Learning both a representation and dynam…