A general definition of Chern-Simons actions in noncommutative geometr
y is proposed and illustrated in several examples. These examples are
based on ''space-times'' which are products of even-dimensional, Riema
nnian spin manifolds by a discrete (two-point) set. If the algebras
of operators describing the noncommutative spaces are generated by fun
ctions over such ''space-times'' with values in certain Clifford algeb
ras the Chern-Simons actions turn out to be the actions of topological
gravity on the even-dimensional spin manifolds. By constraining the s
pace of field configurations in these examples in an appropriate manne
r one is able to extract dynamical actions from Chern-Simons actions.