Use the mouse in 1p mode. Use the WS keys for player 1 and up and down arrow keys for player 2 in 2P mode (which is not a collaborative mode, it's a battle mode). When in play mode you can click the settings (cog like button) and there'll be a back arrow which lets you exit play mode. Also pause by clicking the settings button.
