Answer
Click on
Games in the top nav, then click on the game of your choice, then click the
icon that is directly under the game (in the lower right corner).
Or...instead you can use the button further down the page that says "Play Full Screen Mode".
After the game loads in Full Screen Mode... When you are done playing, click your browser's "back" button.