Have you tried;

1.Right clicking on the window at the bottom and pressing "Restore" if the window is maximized, or Maximize if it isnt?

2. Pressing Alt + Space at the same time, releasing, pressing the down arrow and enter, then using the arrows to move the window? (Only works if the window is not maximized)