Renato Loureiro

Worst-Case Probability Bounds for Finite-Horizon Safety under Moment Uncertainty

This paper addresses the problem of estimating upper bounds on the probability that a dynamical system will enter an undesirable region at some point within a finite time horizon. The primary source of uncertainty lies in the system's initial state, for which only a finite set of moments is known or within a prescribed...