Yes, of course. Split-screen is supported. However, both players have to log in on their PlayStation Network™ accounts, as there is no support for guest accounts at this point.
Once you're in the Tavern, turn on the second controller and click the touch-pad in the middle of the controller. This will prompt for P1 to press Ok to allow split screen.