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Case Studies

How Speeders in Star Wars Outlaws Are Powered by Machine Learning
Training AI to learn to drive, or... hover?
 • 
Tommy Thompson
How Trepang2 Builds Intense First-Person Combat
Bonus interview with the development team for premium subscribers.
 • 
Tommy Thompson
The Rise of the AI Simulated 'Game'
A breakdown of an emerging trend in AI research.
 • 
Tommy Thompson
How Warhammer 40k Space Marine 2 Rewards Aggression, and Punishes Heresy
One must give their all in service of the emperor!
 • 
Tommy Thompson
The AI of DOOM (2016)
Rip and tear, until it is done...
 • 
Tommy Thompson
Crowdsourcing Intelligence in 'The Restaurant Game'
Winding the clock back to the early 2010s and the first example of crowdsourced game intelligence.
 • 
Tommy Thompson
Training AI to Solve Puzzles in Little Learning Machines
A game that runs a machine learning training engine in the background
 • 
Tommy Thompson
How AI Learned Whether You'll Complete Tomb Raider: Underworld
One of the first published examples of player analytics in AAA games.
 • 
Tommy Thompson
How Killer Instinct's 'Shadow Mode' Clones Human Behaviour
Using AI to reproduce player behaviour in new and familiar scenarios.
 • 
Tommy Thompson
How AI Detected the 'Status Economy' of Team Fortress 2
Training AI to understand the underlying social dynamics of TF2
 • 
Tommy Thompson
2
Analysing Player Habits in Battlefield 3
Performance Modelling in EA's Popular Shooter
 • 
Tommy Thompson
The AI of Dark Souls
The inner workings of one of the most influential games of all time.
 • 
Tommy Thompson
2
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