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 |
Others Deep learning Tutorials
Neural Networks and Deep Learning
Deep Learning in Neural Networks: An Overview
GANs in Action: Deep Learning with Generative Adversarial Networks
Others related eBooks about Deep Learning and the Game of Go
Getting started with SharepointDownload free Sharepoint tutorial course in PDF, training file in 10 chapters and 75 pages. Free unaffiliated ebook created from Stack OverFlow contributor....
Algorithmic Graph TheoryThis is an introductory book on algorithmic graph theory. Theory and algorithms are illustrated using the Sage open source mathematics software. To get an overview of the book, you can view the table of contents as shown below or download the complete book. This book is more commonly known as the ...
Introduction to C and GUI ProgrammingThe popular C programming language is used for a huge range of applications, from the tiny microcontrollers used in toasters and watches up to complete operating systems....
Using Blocks in RubyDownload free course Using Blocks in Ruby, pdf file on 25 pages by Jay McGavren....
Exploring .NET Core with Microservices, ASP.NET Core, and Entity Framework CoreWindows developers have always enjoyed the productivity boost you get with the .NET platfo..., download free .NET tutorial in PDF (155 pages) created by ....
Delphi Language Manual GuideThis tutorial describes the Delphi language as it is used in Borland development tools. This book describes the Delphi language on both the Win32, and .NET development platforms....
R Language tutorial, The Basic ManiuplationThe purpose of this course is to provide a starting point for Interested in R language. It is useful For the beginner to assimilate certain notions and concepts in order to improve their knowledge....
C Programming for ArduinoPhysical computing allows us to build interactive physical systems by using software &..., download free C Programming tutorial in PDF (512 pages) created by Julien Bayle ....
Getting Started with JPADownload a free PDF tutorial about JPA (Java persistence Application) ,training document material on 6 pages designated to beginners....
Problem Solving with Algorithms and Data StructuresDownload free tutorial in Algorithms and data structures created by Brad Miller and David ranum....