MPC and System Identification with Differentiable Physics: Fluid System and Particle Beam Control

Alan Williams, Alp Sunol

We consider the problem of simultaneous control and parameter estimation when the model is available only as a differentiable physics simulator. We propose a receding-horizon contr…