EPISODE · Oct 27, 2017 · 10 MIN
How Does DeepMind's AlphaGo Zero Work?
from Siraj Raval
There's been way too many fear-mongering news articles around the latest version of DeepMind's AlphaGo. Let's set the record straight, AlphaGo is an incredible technology and it's not terrifying at all. I'll go over the technical details of how AlphaGo really works; a mixture of deep learning and reinforcement learning. Code that replicates AlphaGo: https://github.com/llSourcell/alphago_demo Please Subscribe! And like. And comment. That's what keeps me going. Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology More learning resources: https://medium.com/@karpathy/alphago-in-context-c47718cb95a5 https://www.tastehit.com/blog/google-deepmind-alphago-how-it-works/ https://machinelearnings.co/understanding-alphago-948607845bb1 https://deepmind.com/research/alphago/ https://www.dcine.com/2016/01/28/alphago/ https://www.slideshare.net/ShaneSeungwhanMoon/how-alphago-works https://www.youtube.com/watch?v=qWcfiPi9gUU Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
What this episode covers
There's been way too many fear-mongering news articles around the latest version of DeepMind's AlphaGo. Let's set the record straight, AlphaGo is an incredible technology and it's not terrifying at all. I'll go over the technical details of how AlphaGo really works; a mixture of deep learning and reinforcement learning. Code that replicates AlphaGo: https://github.com/llSourcell/alphago_demo Please Subscribe! And like. And comment. That's what keeps me going. Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology More learning resources: https://medium.com/@karpathy/alphago-in-context-c47718cb95a5 https://www.tastehit.com/blog/google-deepmind-alphago-how-it-works/ https://machinelearnings.co/understanding-alphago-948607845bb1 https://deepmind.com/research/alphago/ https://www.dcine.com/2016/01/28/alphago/ https://www.slideshare.net/ShaneSeungwhanMoon/how-alphago-works https://www.youtube.com/watch?v=qWcfiPi9gUU Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
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How Does DeepMind's AlphaGo Zero Work?
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