When I worked in the landscaping industry we always put down fabric (not plastic!) under rock. It was somewhat helpful in preventing weeds, and kept the rock from mixing with the soil underneath.
[On the other hand, wood mulch should go right on the bare ground (with preen, if you like) mulch...