EPISODE · Jan 7, 2017 · 6 MIN
How to use Q Learning in Video Games Easily
from Siraj Raval
In this video, I go over the history of reinforcement learning then talk about how a type of reinforcement learning called Q learning works. We'll then write a 10 line python script for a Q learning bot in a 5x5 grid that will help it go from point A to point B as fast as possible. The coding challenge for this video is here: https://github.com/llSourcell/q_learning_demo More Learning resources: http://hunch.net/~jl/projects/RL/RLTheoryTutorial.pdf http://www2.econ.iastate.edu/tesfatsi/RLUsersGuide.ICAC2005.pdf https://www.quora.com/What-are-some-good-tutorials-on-reinforcement-learning http://burlap.cs.brown.edu/tutorials/cpl/p3.html http://outlace.com/Reinforcement-Learning-Part-1/ http://firsttimeprogrammer.blogspot.com/2016/09/getting-ai-smarter-with-q-learning.html Join us in our Slack channel: http://wizards.herokuapp.com/ In the last live stream I said there would be a big reveal, that reveal is coming next Friday (1/13). Please subscribe! and like. And comment. That's what keeps me going. And please support me on Patreon: https://www.patreon.com/user?u=3191693 Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
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How to use Q Learning in Video Games Easily
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