Yep.
While there's always more to be said on this topic, this section of our FAQ may be of interest to you.
There are a lot of conspiracies out there, so this question has been addressed several times in the past here. I would refer you to this answer I wrote awhile back. The short of it is that "Yes, he killed himself in the Bunker in 1945."