I haven't tried it yet, but on another forum several guys used a bicycle tire tube. Cut to length, then stretch it over the grip. One tube would last you a long time.
I've put on several sets of these with the help of a hair dryer. The heat really helps when your trying to get them on. And they seem to snug right up when they cool.