While designing, you can pause and resume animations by clicking the pause/resume button shown above, or by pressing the Pause key. Animations will automatically play when you create a movie or start a Realtime Walkthrough.
During a Realtime Walkthrough, you can press the Pause key to pause and resume the animations.