
AI in Video Games & Bots
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01/07/21 • 31 min
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/
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/
Previous Episode

How AI is used in Anime & Manga
With a $19 billion market cap, the Anime industry can benefit from machine learning methods. We will talk about current methods and the future of the industry as a whole.
Next Episode

AI in Music Production & Distribution
Adrian's Linkedin: https://www.linkedin.com/in/spataru/
Bohdan's Linkedin: https://www.linkedin.com/in/bandrusyak
References:
- https://heartofnoise.com/products/galaxynth/
- https://nsynthsuper.withgoogle.com/
- https://ailabs.tw/human-interaction/compound-word-transformer-generate-pop-piano-music-of-full-song-length/
- https://ailabs.tw/human-interaction/guitar-transformer-and-jazz-transformer/
- https://openai.com/blog/jukebox/
- https://magenta.tensorflow.org/studio
- https://magenta.tensorflow.org/onsets-frames
- https://magenta.tensorflow.org/music-vae
- https://magenta.tensorflow.org/lofi-player
- https://magenta.tensorflow.org/transcultural
- https://magenta.tensorflow.org/tone-transfer
- https://www.aiva.ai/
- https://www.ampermusic.com/
- https://soundraw.io/
- https://moises.ai/
- https://www.musicbusinessworldwide.com/spotify-just-invented-ai-technology-that-will-police-songwriter-plagiarism/
- https://cordis.europa.eu/article/id/421438-ai-composers-create-music-for-video-games
- https://www.yamaha.com/en/about/ai/dear_glenn/
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