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AI and Machine Learning

Artificial intelligence (AI) and machine learning (ML) technologies power many aspects of game development, from game testing to content creation and customization.

Recent Publications

SEED Applies ML Research to the Growing Demands of AAA Game Testing

SEED
Aug 29, 2023
This year at the IEEE Conference on Games (CoG), SEED researchers presented five papers and a keynote presentation that explored the potential for imitation learning, reinforcement learning, and AI to significantly improve cu…

CoG 2023: Generating Personas for Games with Multimodal Adversarial Imitati…

SEED
Aug 16, 2023
This paper presents a novel imitation learning approach to generate multiple persona policies for playtesting: Multimodal Generative Adversarial Imitation Learning.

CoG 2023: Efficient Ground Vehicle Path Following in Game AI

SEED
Aug 14, 2023
This short paper presents an efficient path-following solution for ground vehicles tailored to game AI. Load More

Latest News

Machine Learning for Game Devs: Part 2

SEED
Nov 16, 2023
A developer-friendly introduction to machine learning using C++. Part 2 of 3: How do you figure out a neural network’s optimal weight and bias values

Machine Learning for Game Devs: Part 1

SEED
Oct 26, 2023
A developer-friendly introduction to machine learning using C++. Part 1 of 3: Understanding and working with a “classic” neural network.

SEED Applies ML Research to the Growing Demands of AAA Game Testing

SEED
Aug 29, 2023
This year at the IEEE Conference on Games (CoG), SEED researchers presented five papers and a keynote presentation that explored the potential for imitation learning, reinforcement learning, and AI to significantly improve cu… Load More AI & Machine Learning Animation Speech & Language Rendering & Lighting