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: | 58 |
| 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
Introduction to Microsoft Word 2010Download free training document in PDF intituled Introduction to Microsoft Word 2010, course on 159 pages for beginners....
How To Make Video GamesLearn How To Make Video Games, This ebook shows you everything you need to know to make video games....
TypeScript eBook for professionalsDownload free TypeScript tutorial course in PDF, training file in 30 chapters and 97 pages. Free unaffiliated ebook created from Stack OverFlow contributor....
O'Reilly® Think Python, 2nd Edition, - How to Think Like a Computer ScientistThink Python is an introduction to Python programming for students with no programming experience. It starts with the most basic concepts of programming, and is carefully designed to define all terms when they are first used and to develop each new concept in a logical progression. Larger pieces, ...
A Byte of PythonDownload free course A Byte of Python, pdf file on 117 pages by Self-publishing....
COBOL ProgrammingDownload COBOL tutorial in PDF,a free training courses under 236 pages to learn the basics of COBOL language...
Introduction to StrutsThis tutorial is an example using struts tiles ,free training document courses under 14 pages bu sasha wolski....
DevOps for Digital LeadersLearn to design, implement, measure, and improve DevOps programs that are tailored to your..., download free DevOps tutorial in PDF (173 pages) created by Kieran Taylor ....
Designing Scalable JavaScript ApplicationsDownload free course Designing Scalable JavaScript Applications, pdf file on 134 pages by Emmit Scott....
Hands-on Python TutorialPython is a widely used general-purpose, high-level programming language. Its design philosophy emphasizes code readability, and its syntax allows programmers to express concepts in fewer lines of code than would be possible in languages such as C. The language provides constructs intended to enable...