Israel Police and Shin Bet investigation has been opened to investigators from the military police.
The drill was intentionally carried out at night as is standard for combat fights being trained to fight in night conditions.
Military officials initially suspected he was killed by a fellow soldier in a tragic incident of gun negligence.