Chance-Constrained Nonlinear Covariance Control via Robust Linearization Remainder Bounds

Man Jun Koh, Hyochoong Bang, SooJean Han

When dealing with nonlinear systems, classical covariance steering typically propagates uncertainty via first-order linearizations, discarding higher-order Taylor remainders. This…