The Routh-Hurwitz Criterion is a mathematical test that determines the stability of a linear time-invariant system by analyzing the characteristic polynomial of its transfer function. It checks for stability by ensuring that all the roots of the polynomial have negative real parts, without explicitly calculating these roots.