openAI Gym

OpenAI Gym OpenAI Gym is a toolkit for developing and comparing reinforcement learning algorithms. This is the gym open-source library, which gives you access to a standardized set of environments. https://gym.openai.com/ See What’s New section below gym makes no assumptions about the structure of your agent, and is compatible with any numerical computation library, such as TensorFlow or Theano….

Mastering the game of Go without human knowledge

DeepMind published a paper on AlphaGo Zero titled: Mastering the game of Go without human knowledge:  (http://nature.com/articles/doi:10.1038/nature24270), published in the journal Nature (https://www.nature.com/), they demonstrate a significant step towards this goal. Read more at: https://deepmind.com/blog/alphago-zero-learning-scratch/ and https://www.nature.com/nature/journal/v550/n7676/full/nature24270.html

Deep Learning Course by Google

Deep Learning Course by Google on Udacity   Deep Learning by  Take artificial intelligence to the next level. Machine learning is one of the fastest-growing and most exciting fields out there, and deep learning represents its true bleeding edge. In this course, you’ll develop a clear understanding of the motivation for deep learning, and design intelligent systems that…

AlphaGo Zero - learning from scratch: go board edge

How Does DeepMind’s AlphaGo Zero Work?

How Does DeepMind’s AlphaGo Zero Work? Watch this video by Arxiv Insights Published on Nov 13, 2017:   Watch this video by Siraj Raval published on Oct 27, 2017:   Code that replicates AlphaGo: https://github.com/llSourcell/alphago… 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/understan… https://deepmind.com/research/alphago/ https://www.dcine.com/2016/01/28/alph… https://www.slideshare.net/ShaneSeung… https://www.youtube.com/watch?v=qWcfi… Join us in the Wizards Slack channel: http://wizards.herokuapp.com/   How AlphaGo Works…