The physical evidence is that he shot himself in the head with Pew Pew, the unique laser gun. Possibly because he felt guilty about killing all those people for a worthless "treasure". But if that was the case why are there blood stains on the wall and floor under his body? A laser would cauterize any wound it inflicted, preventing any blood loss.
So, what really happened to Allen Marks?
-JJ