How to build your own AlphaZero AI using Python and Keras(medium.com)
medium.com
How to build your own AlphaZero AI using Python and Keras
https://medium.com/applied-data-science/how-to-build-your-own-alphazero-ai-using-python-and-keras-7f664945c188
2 comments
The same article was up 2 months ago, 55 comments https://news.ycombinator.com/item?id=16240234
I'd really like a good tutorial for combining MCTS with NNs, but this tutorial didn't help me at all really. MCTS is easy enough to learn on its own, but the details of connecting it to NN learning is still mysterious to me after having read this.
Of course I could go and study the LeelaZero or minigo code, but I was hoping for a nice readable introduction.
Of course I could go and study the LeelaZero or minigo code, but I was hoping for a nice readable introduction.
It's still in early access, but this could be of interest to you : https://www.manning.com/books/deep-learning-and-the-game-of-....
This looks really good, thanks!
I think there is a chapter dedicated to this in the newest draft of Rich Sutton's Reinforcement Learning book, available at his personal page. Haven't read that chapter though.
Thanks, after a little digging I was able to find it: http://incompleteideas.net/book/the-book-2nd.html