Nobel Prize's are political.
Speculation:
Winning one binds the Administration to whatever its promises/plans are (whatever they are) and theoretically prevents the Administration from bombing/going to war with particular countries.
Administrations are always bound to political promises with the international community at some level, and this one just came in the form of a Nobel Prize.
So, yeah, Obama wasn't given one because HE deserved it.