Yes! In fact WW2 saw the only case in history when a submerged submarine destroyed another submerged submarine. HMS Venturer vs U-864.
Please find below my answer to this question which was originally asked and answered on Quora.
UnknownHistory — BitmapAxis has made an animated video of the story.