  The Sharma-Mittal entropies generalize the celebrated Shannon, R\'enyi and
Tsallis entropies. We report a closed-form formula for the Sharma-Mittal
entropies and relative entropies for arbitrary exponential family
distributions. We instantiate explicitly the formula for the case of the
multivariate Gaussian distributions and discuss on its estimation.
