Actually you can double tap the home button on your remote to see all apps currently running, and can then click the close button on any one of them.

Google TV apps leak memory like a sieve, so it's pretty common to need to manually close all other apps to make the one you're trying to use work. Even !y wife just dies of now as soon as any one of the apps starts acting up.