Kashyap Chitta

Valdi: Value Diffusion World Models

Christopher Lindenberg, Kashyap Chitta

World models can enable Model Predictive Control (MPC), but this requires dynamics prediction that is both fast enough for online use and expressive enough to represent uncertain futures. Diffusion models offer a natural mechanism for modeling uncertain dynamics, yet their iterat…Read more