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Book Deep Learning and the Game of Go

Download or read book Deep Learning and the Game of Go written by Kevin Ferguson and published by Simon and Schuster. This book was released on 2019-01-06 with total page 611 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Deep Learning and the Game of Go 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. Foreword by Thore Graepel, DeepMind Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology 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! About the Book Deep Learning and the Game of Go introduces deep learning by teaching you to build a Go-winning bot. As you progress, you'll apply increasingly complex training techniques and strategies using the Python deep learning library Keras. You'll enjoy watching your bot master the game of Go, and along the way, you'll discover how to apply your new deep learning skills to a wide range of other scenarios! What's inside Build and teach a self-improving game AI Enhance classical game AI systems with deep learning Implement neural networks for deep learning About the Reader All you need are basic Python skills and high school-level math. No deep learning experience required. About the Author Max Pumperla and Kevin Ferguson are experienced deep learning specialists skilled in distributed systems and data science. Together, Max and Kevin built the open source bot BetaGo. Table of Contents PART 1 - FOUNDATIONS Toward deep learning: a machine-learning introduction Go as a machine-learning problem Implementing your first Go bot PART 2 - MACHINE LEARNING AND GAME AI Playing games with tree search Getting started with neural networks Designing a neural network for Go data Learning from data: a deep-learning bot Deploying bots in the wild Learning by practice: reinforcement learning Reinforcement learning with policy gradients Reinforcement learning with value methods Reinforcement learning with actor-critic methods PART 3 - GREATER THAN THE SUM OF ITS PARTS AlphaGo: Bringing it all together AlphaGo Zero: Integrating tree search with reinforcement learning

Book Go

    Go

    Book Details:
  • Author : Ch'i-hun Cho
  • Publisher : Kiseido Publishing Company
  • Release : 2018-11-13
  • ISBN : 9784906574506
  • Pages : 138 pages

Download or read book Go written by Ch'i-hun Cho and published by Kiseido Publishing Company. This book was released on 2018-11-13 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt: Go is a strategy game played throughout eastern Asian for thousands of years. This introduction to the game presents rules, tactics, and strategies.

Book Go and Go Moku

    Book Details:
  • Author : Edward Lasker
  • Publisher : Courier Corporation
  • Release : 2012-09-11
  • ISBN : 048614304X
  • Pages : 258 pages

Download or read book Go and Go Moku written by Edward Lasker and published by Courier Corporation. This book was released on 2012-09-11 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: Best introduction in English to a great Japanese game. Detailed instructions provide valuable information on basic patterns, strategy, tactics, analyzed games. Used as text by generations of Americans, Japanese. 72 diagrams.

Book Go Gaming

    Book Details:
  • Author : Luke Albiges
  • Publisher :
  • Release : 2019
  • ISBN : 9781338316445
  • Pages : 126 pages

Download or read book Go Gaming written by Luke Albiges and published by . This book was released on 2019 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Go Gaming! is the all-new essential guide to mobile gaming, packed full of the biggest and best games the platform has to offer. We've got every type of game covered--from battle royales, explosive action games, and brain-teasing puzzlers to epic adventures and fast-paced platformers--so dive in and discover a whole new world of gaming!"--p. [4] of cover.

Book 299 On the Go Games   Puzzles to Keep Your Brain Young

Download or read book 299 On the Go Games Puzzles to Keep Your Brain Young written by Nancy Linde and published by Workman Publishing Company. This book was released on 2021-09-07 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Give your brain a healthy workout—Anytime, Anywhere. Not just any book of games, this collection by the bestselling author of 399 Games, Puzzles & TriviaChallenges Specially Designed to Keep Your Brain Youngis expertly created to keep your brain in tip-top shape—even while you’re on the go. With its shorter puzzles and portable size, it’s perfect for getting your cognitive exercise in while waiting at the dentist’s office, traveling, or whenever you have a few spare minutes to challenge yourself. Arranged in difficulty from “Easy Does It!” to “Finish Strong!,” these 299 surprisingly fun puzzles target six key cognitive functions: Long-term memory Working memory Executive functioning Attention to detail Multitasking Processing speed

Book Ready to go Game Shows  that Teach Serious Stuff

Download or read book Ready to go Game Shows that Teach Serious Stuff written by Michael Theisen and published by Saint Mary's Press. This book was released on 2002 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Catholic teachings and practices edition of Ready-to-Go Game Shows is a great way for teens to learn about the history, teachings, and rituals of Catholicism. Complete instructions for these eight games are included: Who Wants to Be a Catholic Millionaire Faithful Feud Catholic Jeopardy Holy, Holy, Holy Squares The Church Is Right The Real Fortune Grace Ball Catholic Pictionary

Book Pokemon Go  Game Guide

Download or read book Pokemon Go Game Guide written by Jay High and published by Best Guides 2015. This book was released on 2016-07-14 with total page 11 pages. Available in PDF, EPUB and Kindle. Book excerpt: Become a source of jealousy as you dominate all your friends in one of the highest grossing mobile games of all time with this ultimate guide. Learn how to quickly rack up levels, take over gyms, and top secrets of the game today. Buy this guide and you will be on the road to being a Pokemon master.

Book Go  More Than a Game

Download or read book Go More Than a Game written by Peter Shotwell and published by Tuttle Publishing. This book was released on 2011-04-11 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master the fascinating game of Go with this expert guidebook. Go is a two-player board game that first originated in ancient China but is also very popular in Japan and Korea. There is significant strategy and philosophy involved in the game, and the number of possible games is vast--even when compared to chess. Go has enthralled hundreds of millions of people in Asia, where it is an integral part of the culture. In the West, many have learned of its pleasures, especially after the game appeared in a number of hit movies, TV series, and books, and was included on major Internet game sites. By eliciting the highest powers of rational thought, the game draws players, not just for the thrills of competition, but because they feel it enhances their mental, artistic, and even spiritual lives. Go! More Than a Game is the guidebook that uses the most modern methods of teaching to learn Go, so that, in a few minutes, anyone can understand the two basic rules that generate the game. The object of Go is surrounding territory, but the problem is that while you are doing this, the opponent may be surrounding you! In a series of exciting teaching games, you will watch as Go's beautiful complexities begin to unfold in intertwining patterns of black and white stones. These games progress from small 9x9 boards to 13x13 and then to the traditional 19x19 size. Go! More Than a Game has been completely revised by the author based on new data about the history of early Go and the Confucians who wrote about it. This popular book includes updated information such as the impact of computer versions on the game, the mysterious new developments of Go combinatorics, advances in Combinatorial Game Theory and a look at the current international professional playing scene.

Book The Game of Go  The National Game of Japan

Download or read book The Game of Go The National Game of Japan written by Arthur Smith and published by Good Press. This book was released on 2022-01-17 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Go is a board game of skill and strategy. In this way, it could be likened to Chess but there are no other similarities. It is an extremely difficult game to learn and has not really taken hold much outside Japan.

Book Go Gaming

    Book Details:
  • Author : Scholastic
  • Publisher : Scholastic Incorporated
  • Release : 2016-12-27
  • ISBN : 9781338118117
  • Pages : 0 pages

Download or read book Go Gaming written by Scholastic and published by Scholastic Incorporated. This book was released on 2016-12-27 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Profiles such popular mobile video games as Minecraft, Clash of Clans, and Hearthstone, and breaks down how to dominate even the trickiest games and levels.

Book Go Gaming  the Ultimate Guide to the World s Greatest Mobile Games

Download or read book Go Gaming the Ultimate Guide to the World s Greatest Mobile Games written by Scholastic, Incorporated and published by . This book was released on 2016-12-27 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Through games such as Minecraft, The Simpsons: Tapped Out and Clash Of Clans, an increasing number of teenagers are getting their gaming kicks from smart devices rather than consoles. With so many mobile games out there, how will they know which game

Book The American Hoyle  Or Gentleman s Hand book of Games

Download or read book The American Hoyle Or Gentleman s Hand book of Games written by William Brisbane Dick and published by . This book was released on 1917 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Go Gaming

    Book Details:
  • Author :
  • Publisher :
  • Release : 2017
  • ISBN : 9781518237287
  • Pages : pages

Download or read book Go Gaming written by and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book The Nation and Athen  um

Download or read book The Nation and Athen um written by and published by . This book was released on 1928 with total page 942 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Indian Gaming

Download or read book Indian Gaming written by and published by . This book was released on 2006-07 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Language Games

Download or read book Language Games written by Myra King and published by . This book was released on 1909 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book The Big Game of Africa

Download or read book The Big Game of Africa written by Richard Tjader and published by . This book was released on 1910 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: