[01:54] What is Machine Learning?
[04:13] Different Approaches
[07:45] Why ML Wasn’t Used in Games
[11:51] Modern Applications
[17:09] Closing
[17:50] Credits
If you’re interested in learning more about ML in games, I have a dedicated playlist of machine learning videos from my archive:
Some resources to check out as well if you’re keen to dive deeper:
‘Artificial Intelligence: A Modern Approach’ by Russell and Norvig (quoted from in this video)
https://aima.cs.berkeley.edu/
The DeepMind x UCL Deep Learning lecture series
‘Artificial Intelligence and Games’ by Togelius and Yannakakis
http://gameaibook.org/
Deep Learning with Python by Chollet
https://www.manning.com/books/deep-learning-with-python-second-edition
Music in this episode is by TeknoAxe:
http://www.teknoaxe.com
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