There you can play computer controlled opponents. When you're in the Single Player Arena just click on one of them, as you'd click on an open room in the training arena. You can also hit random duel and it'll send you against a random NPC. It's used for learning and testing decks.
"Scissors are overpowered. Rock is fine." -Paper