After Ghost notices you aren't there at training and not at the spot you two have established as yours the only place for him left is your barracks. He kills two birds with one stone, taking out his German Shepard, Riley as he goes to visit you.

Your door opens with a subtle click and Riley jumps into your lap, trying to get onto your face with a happy expression.