Topics
Pathfinding
Links
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Machine Learning - some algorithms for AI make use of ML.
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Game Programming - For a list of algorithms found within games
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Game AI Pro Volume 1 - Collected Wisdom of Game AI Professionals by Rabin
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Game AI Pro Volume 2 - Collected Wisdom of Game AI Professionals by Rabin
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Game AI Pro Volume 3 - Collected Wisdom of Game AI Professionals by Rabin