Chance-Constrained Nonlinear Covariance Control via Robust Linearization Remainder Bounds

When dealing with nonlinear systems, classical covariance steering typically propagates uncertainty via first-order linearizations, discarding higher-order Taylor remainders. This truncation causes computed statistical moments to diverge from the true physical state distribution, often leading to ch