The internet has been privy to the results of StarCraft bots battling each other for years. Google's AlphaGo AI recently conquered a game many thought once impossible. Bots playing games are cool, and programmers like making them.
But there hasn't been a competition for bots playing DOOM — the original DOOM, that is. Fortunately, Visual Doom AI plans to fix that.
The premise behind the competition is pretty simple. While shooters have come a long, long way over the last couple of decades, the construction of AI bots hasn't. "In particular, bots have still to “cheat” by accessing game’s internal data such as maps, locations of objects and positions of (player or non-player) characters," the organisers of Visual Doom AI write.
So the task: if a player can play a game just using the feedback they receive from a game visually, why can't an AI?
If you want to enter, you'll have to write a controller for the ViZDOOM API that plays using C++, Python or Java. It's being hosted by the Poznan University of Technology in Poland, and the winning bot will be determined the old fashioned way — through deathmatch.
Here's the full rules, for clarity:
The participants of the Visual Doom AI competition are supposed to submit a controller (C++, Python, or Java) that plays Doom. The provided software gives a real-time access to the screen buffer as the only information the agent can base its decision on. The winner of the competition will be chosen in a deathmatch tournament. Although the participants are allowed to use any technique to develop a controller, the design and efficiency of the Visual Doom AI environment allows and encourages participants to use machine learning methods such as reinforcement deep learning.
A full tutorial for the ViZDOOM API — which is based on Python — is available on the main site for those interested.
The final deathmatch will take place over two scenarios. Bots will only have access to the rocket launcher and whatever ammo and medikits they can find in the first scenario, although the map will be made known to creators ahead of time. In the second scenario, all items and weapons are usable, although the fight will take place on three unknown maps.
"Your controller will fight against all other controllers for 10 minutes on a single map. Each game will be repeated 12 times for track 1 and 4 times for track 2, which involves three maps. The controllers will be ranked by the number of frags," the organisers said.
The final results will be announced in late September, with the warm-up deathmatch submissions due at the end of next month.
Note: the feature image was captured using the open-source ZDOOM, which you can play around with here.