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
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