It's possible but it avsoabsolu sucks. When on the store, click the options button on the bottom right of the screen and view your download list. This will show you all of your Vita games. Unfortunately it also shows all of the PS3 games and a bunch of other random clutter that you don't want to see. It's almost like Sony wanted the Vita to fail sometimes.