Doom will be AI's next big gaming challenge

Competitors will tap machine learning and other techniques to create their bots

AI may have trounced humanity in the ancient game of Go, but it remains untested in countless other gaming arenas. Case in point: Doom, which, it turns out, will be the technology's next big challenge.

Launched in 1993, Doom is widely considered a landmark title in the video-game industry for popularizing the first-person shooter genre. Now, artificial-intelligence researchers will have a chance to pit their creations against others in a contest based on the game at the IEEE Computational Intelligence and Games conference in September.

To create their bots, competitors in the Visual Doom AI competition will use ViZDoom, a platform based on the game that's used for research in machine learning. Gaming AI bots typically have access to the game’s internal data, including maps, locations of objects, and positions of characters, but the bots in this contest will have only the raw visual input a human would.

Participants in the contest are allowed to use any technique to develop their bots, but machine-learning methods are encouraged because that's the focus of the ViZDoom platform.

There will be two competition tracks, according to the contest's website. The first is a limited deathmatch on a known map; in that case, rocket launchers are the only weapon available, though agents can gather medikits and ammo as well. The second track will be a full deathmatch on three unknown maps; two different maps will be provided for training.

Either way, each AI bot will be run on a separate machine with just a single CPU and GPU at its disposal. Bots will battle the other competitors for 10 minutes on a single map. Each game will be repeated 12 times for the limited deathmatch competition and four times for the full one. In each case, the bot with the most "frags" -- or opponents killed -- wins.

Results of the contest will be announced in late September. All submissions will be published after the competition is over.

Researchers are increasingly using games to test their AI, including also Minecraft. The strategy game StarCraft is widely considered a particularly daunting challenge.

Join the PC World newsletter!

Error: Please check your email address.

Our Back to Business guide highlights the best products for you to boost your productivity at home, on the road, at the office, or in the classroom.

Keep up with the latest tech news, reviews and previews by subscribing to the Good Gear Guide newsletter.

Katherine Noyes

IDG News Service
Show Comments

Most Popular Reviews

Latest News Articles


GGG Evaluation Team

Kathy Cassidy


First impression on unpacking the Q702 test unit was the solid feel and clean, minimalist styling.

Anthony Grifoni


For work use, Microsoft Word and Excel programs pre-installed on the device are adequate for preparing short documents.

Steph Mundell


The Fujitsu LifeBook UH574 allowed for great mobility without being obnoxiously heavy or clunky. Its twelve hours of battery life did not disappoint.

Andrew Mitsi


The screen was particularly good. It is bright and visible from most angles, however heat is an issue, particularly around the Windows button on the front, and on the back where the battery housing is located.

Simon Harriott


My first impression after unboxing the Q702 is that it is a nice looking unit. Styling is somewhat minimalist but very effective. The tablet part, once detached, has a nice weight, and no buttons or switches are located in awkward or intrusive positions.

Featured Content

Latest Jobs

Don’t have an account? Sign up here

Don't have an account? Sign up now

Forgot password?