The Star Wars Celebration website has been updated with a pre-order store.
You can now order a t-shirt with Yoda all aglow in the Celebration VI logo. You can only get this design through pre-order at $30 (U.S.) You must have a ticket to order.
Also available is the souvenir program for $20. However, it appears that will be available on-site.
Go forth and shop!