Deep Learning and the Game of Go
The ancient strategy game of Go is an incredible case study for AI. In 2016, a deep learning-based system shocked the Go world by defeating a world champion. Shortly after that, the upgraded AlphaGo Zero crushed the original bot by using deep reinforcement learning to master the game. Now, you can learn those same deep learning techniques by building your own Go bot!
This book teaches you how to apply the power of deep learning to complex reasoning tasks by building a Go-playing AI. After exposing you to the foundations of machine and deep learning, you'll use Python to build a bot and then teach it the rules of the game.
| Pages : | 384 pages |
| Size : | HTML |
| File type : | |
| Downloads: | 54 |
| Created: | 2020-08-28 |
| License: | Free to read online (entire book) by the publisher. |
| Author(s): | Max Pumperla and Kevin Ferguson |
Warning: Trying to access array offset on false in /home/tutovnfz/public_html/article.php on line 233
Others Deep learning Tutorials
Deep Learning in Neural Networks: An Overview
Neural Networks and Deep Learning
GANs in Action: Deep Learning with Generative Adversarial Networks
Others related eBooks about Deep Learning and the Game of Go
Graph Theory - Advanced Algorithms and ApplicationsThis book is prepared as a combination of the manuscripts submitted by respected mathematicians and scientists around the world. As an editor, The author truly enjoyed reading each manuscript. Not only will the methods and explanations help you to understand more about graph theory, but The author a...
Getting started with Raspberry PIGetting started with Raspberry Pi, lessons and examples to download for free in PDF format, tutorial created by StackOverflow....
R language eBook for professionalsDownload free R language tutorial course in PDF, training file in 127 chapters and 475 pages. Free unaffiliated ebook created from Stack OverFlow contributor....
: Just Enough R: Learn Data Analysis with R in a DayLearn R programming for data analysis in a single day. The book aims to teach data analysis using R within a single day to anyone who already knows some programming in any other language. The book has sample code which can be downloaded as a zip file. ...
Assembly language tutorial in PDFDownload free Assembly language tutorial course in PDF, training file in 6 chapters and 29 pages. Free unaffiliated ebook created from Stack OverFlow contributor....
Essential C++This book written to provide clear and concise explanation of topics for programmers both starting to learn the C++ programming language as well as those diving in more complex topics. Most examples are linked to online playground that allows you to change the code and re-run it....
Fundamentals of C++ ProgrammingDownload free course Fundamentals of C++ Programming, pdf file on 766 pages by Richard L. Halterman....
How To Code in GoThis book is designed to introduce you to writing programs with the Go programming languag..., download free Go tutorial in PDF (447 pages) created by Cory LaNou ....
Mobile Apps developement with Apache CordovaDownloaf a free Cordova course tutorial material for beginners to learn how to creat mobile application using this platfom, a PDF document by Hazem Saleh under 37 pages....
Mastering iOS Game DevelopmentiOS is an operating system for Apple manufactured phones and tablets. Mobile gaming is one..., download free Game Development tutorial in PDF (228 pages) created by Miguel DeQuadros ....