3 ms·
I know the names of the general concepts, I was wondering if someone has concrete recommendations on where to start and which books/frameworks are sort of begin
by elcapitan 9y ago
I know the names of the general concepts, I was wondering if someone has concrete recommendations on where to start and which books/frameworks are sort of beginner-friendly.
- AlexCoventry 9y agoTry Hands-On Machine Learning with Scikit-Learn and TensorFlow Concepts, Tools, and Techniques to Build Intelligent Systems for the fundamentals. http://shop.oreilly.com/product/0636920052289.do http://shop.oreilly.com/product/0636920052289.do For reinforcement learning, I hear Barto and Sutton is very readable, but I haven't read it myself. You can just pick the concepts up by reading papers. The introduction in the Deep Q-Learning paper is not great, but it's how I first learned the concept. http://ufal.mff.cuni.cz/~straka/courses/npfl114/2016/sutton-bookdraft2016sep.pdf http://ufal.mff.cuni.cz/~straka/courses/npfl114/2016/sutton-... https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf
- magoghm 9y agoYou can check this Reinforcement Learning Course by David Silver on YouTube: https://www.youtube.com/watch?v=2pWv7GOvuf0&t=836s https://www.youtube.com/watch?v=2pWv7GOvuf0&t=836s By the way, I believe David Silver was the lead programmer for AlphaZero.