We characterize the virtually nilpotent finitely generated groups (or,
equivalently by Gromov's theorem, groups of polynomial growth) for which the
Domino Problem is decidable: These are the virtually free groups, i.e. finite
groups, and those having $\Z$ as a subgroup of finite index.