AI will frag each other with rocket launchers in 'Doom'

The other round mixes it up a bit by allowing multiple weapons and items in full deathmatch on a trio of unknown maps. This is incredibly important for machine learning because rather than typical bots in a game, the controllers here don't have access to the underlying code or map layout -- everything is picked up by visual learning.