January 7, 2021 31:49 E2

AI in Video Games & Bots

Summary

AI is used in all stages of video game development. From automated animation generation up to super intelligent bots. We will explore some of the techniques such as Reinforcement Learning, Behavior Trees and more.

References

The AI of Alien Isolation: https://www.youtube.com/watch?v=Nt1XmiDwxhY

AlphaGo: https://deepmind.com/research/case-studies/alphago-the-story-so-far

AlphaMu/AlphaZero Paper: https://arxiv.org/abs/1712.01815

OpenAI Hide & Seek: https://openai.com/blog/emergent-tool-use/

Game Balancing Software: https://machinations.io/

Robust Motion In-betweening: https://static-wordpress.akamaized.net/montreal.ubisoft.com/wp-content/uploads/2020/07/09155337/RobustMotionInbetweening.pdf

Deep Reinforcement Learning for Navigation in AAA Video Games: https://montreal.ubisoft.com/en/deep-reinforcement-learning-for-navigation-in-aaa-video-games/