A bit of knob certainly couldn't hurt. But before you do that, you may want to experiment with lower tire pressure, especially if you tend to run them rock hard. Try it out near home first, and deflate until you see a bit of flattening at the bottom of the tire while you are on the bike. Experiment from that point, but be careful not to go too low and you start getting pinch flats.