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 : pdf
Downloads: 57
Created: 2020-08-28
License: Free to read online (entire book) by the publisher.
Author(s): Max Pumperla and Kevin Ferguson
Deep Learning and the Game of Go

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

Fast Lane to Python

This book aims to enable the reader to quickly acquire a Python foundation. The material particularly feel quite comfortable to anyone with background in an object-oriented programming (OOP) language such as C++ or Java....

The Official Raspberry Pi Handbook 2021

Download free course The Official Raspberry Pi Handbook 2021, pdf file on 204 pages by David Crookes, PJ Evans, Gareth Halfacree, Rosie Hattersley, Nicola King, Simon Monk, Mark Vanstone....

Language D tutorial in PDF

Download free Language D tutorial course in PDF, training file in 17 chapters and 44 pages. Free unaffiliated ebook created from Stack OverFlow contributor....

Open Data Structures (in Java)

Download free course Open Data Structures (in Java), pdf file on 334 pages by Pat Morin....

UNIX Programmer's manual

Download UNIX Programmer's manual in PDF, free training course in 300 pages intended to beginners....

Introduction to VB.NET

This document is a complete PDF tutorial about VB dot NET ,free training courses under 223 pages designated to all level users by Paul Boger....

Learning ABAP PDF course

Download free ABAP tutorial course in PDF, training file in 16 chapters and 42 pages. Free unaffiliated ebook created from Stack OverFlow contributor....

Download Perl language tutorial

Download free Perl tutorial course in PDF, training file in 40 chapters and 141 pages. Free unaffiliated ebook created from Stack OverFlow contributor....

Bash programming ebook for professionals

Download free bash tutorial course in PDF, training file in 67 chapters and 204 pages. Free unaffiliated ebook created from Stack OverFlow contributor....

Learning Java

Download free course Learning Java, pdf file on 1225 pages by Stack Overflow Community....