Learning path to deep reinforcement learning for video game AI

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Papers with Code

Check out paperswithcode if you want to find a github repo implementing this (and many other) papers. It's a lot easier to go off code instead of a research paper's description. This algorithm has a ton of articles (of varying quality) written about it, so you could find a step by step tutorial with code too if you're inclined.

#AI #Developer Tools #Data Science And Machine Learning 96 social mentions

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Neural Networks and Deep Learning

If you want to get into deep learning, you'll need to pick a library too. I prefer PyTorch to Tensorflow, for whatever that's worth. If you want to learn a little about the basics of deep learning this collection of articles/exercises is a good place to start. Prereqs are linear algebra, and the gradient operator from calculus II. "Homework" problems are in numpy in Python. If you're stuck on backpropagation, check out the video series by 3blue1brown.

#AI #Games #Developer Tools 44 social mentions