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
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
An Introduction to Programming in GoLearning Go language, free PDF tutorial in 168 pages. Go is an ideal language to learn as your first programming language....
Algorithmic Problem Solving with PythonThis book uses Python to introduce folks to programming and algorithmic thinking. It is sharply focused on classical algorithms, but it also gives a solid understanding of fundamental algorithmic problem-solving techniques. ...
Download Tutorial Laravel 5Easy Laravel 5 is an overview of the new PHP plateform, free training document material under 44 pages intended to beginners by W.Jason Gilmore....
Learning C Language eBook in PDFThis is a free and comprehensive tutorial on C language,whether you are an experienced programmer or not, this tutorial is intended for all those who wish to learn the programming language C. Document in PDF on 465 pages created by StackOverFlow....
Introduction to Spring MVCThis pdf tutorial is a step-by-step guide on how to develop a web application from scratch using the Spring Framework.Free training course material under 68 pages by Thomas Risberg, Rick Evans and Portia Tung....
Elementary AlgorithmsThis is a free book about elementary algorithms and data structures. This book doesn't only focus on an imperative (or procedural) approach, but also includes purely functional algorithms and data structures. It doesn't require readers to master any programming languages, because all the algorit...
: 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. ...
Raspberry Pi Cookbook for Python ProgrammersThe Raspberry Pi foundation has been selling their computers since 2012 with the aim of in..., download free Python tutorial in PDF (402 pages) created by ....
Download Hibernate TutorialDownload free Hibernate Tutorial for Beginners, training course material, a PDF file created by coreservlets.com....
C++ ,Pointers and MemoryThis tutorial explains how to use pointers and memory and how the pointer works.A complete training document in PDF with sample code By Nick Parlante....