Denoising Diffusion-Based Control of Nonlinear Systems

Karthik Elamvazhuthi, Darshan Gadginmath, Fabio Pasqualetti

We propose a novel approach based on Denoising Diffusion Probabilistic Models (DDPMs) to control nonlinear dynamical systems. DDPMs are the state-of-art of generative models that h…