It does not reduce the deficit. But it doesn't hide it either. Obama decided that all funding for the wars would be included in the Pentagon budget. Previously the administration did not. They were off balance sheet items.
Now they are all included in the Federal deficit.
"For when the One Great Scorer comes To write against your name, He marks-not that you won or lost- But how you played the game." -Grantland Rice