Learning the Riccati solution operator for time-varying LQR via Deep Operator Networks

Jun Chen, Umberto Biccari, Junmin Wang

We propose a computational framework for replacing the repeated numerical solution of differential Riccati equations in finite-horizon Linear Quadratic Regulator (LQR) problems by…