I once asked a vet if I should wake my (first) dog when she was having a bad dream, and her response was, "How do you know it's a bad dream?" Err....
So I'm with greysmom--I leave them alone.
ETA: I think mine would like to be cuddled when they wake up too, so I'm not sure that's a sign of a bad dream.