Can weeds be prevented from growing between the joints?
Make sure that the joints between the pavers are completely filled with sand to minimize weed seedlings falling into the joint spacing. Use of a paver sealent will also help minimize the weed growth. Any weeds that might grow can be removed with a spot vegetation killer available at any home or garden center.