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Case Studies

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.
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Tommy Thompson
How AI Detected the 'Status Economy' of Team Fortress 2
Training AI to understand the underlying social dynamics of TF2
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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.
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Tommy Thompson
2
The Story of Façade: The AI-Powered Interactive Drama
Facade became an internet sensation during the Lets Play boom on YouTube, but how does it work?
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Tommy Thompson
1
The AI of Horizon Zero Dawn
A number of complex systems are required to bring 'the machines' to life.
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Tommy Thompson
How AI Helps Achieve 'Tactical Clarity' in Gears Tactics
Intelligent scheduling of actions to ensure the player always understands what's happening
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Tommy Thompson
F.E.A.R. - The Retrospective
With special guest Dr Jeff Orkin, the AI engineer on the game
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Tommy Thompson
The AI of Hitman 2016
The sandbox assassin
 • 
Tommy Thompson
The AI of GoldenEye 007
Plus how Valve's Half-Life was Influenced by Nintendo's Beloved FPS
 • 
Tommy Thompson
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