Deep Learning and the Game of Go



    Bookstore > Books > Deep Learning and the Game of Go

    Price$46.05 - $48.28
    Rating
    AuthorsMax Pumperla, Kevin Ferguson
    PublisherManning
    Published2019
    Pages384
    LanguageEnglish
    FormatPaper book / ebook (PDF)
    ISBN-101617295329
    ISBN-139781617295324
    EBook Hardcover Paperback

    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.

    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!

    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!




    4 5 60

    Similar Books


    Machine Learning in the Oil and Gas Industry

    Machine Learning in the Oil and Gas Industry

    by Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee Bhattacharya, Luigi Saputelli

    Apply machine and deep learning to solve some of the challenges in the oil and gas industry. The book begins with a brief discussion of the oil and gas exploration and production life cycle in the context of data flow through the different stages of industry operations. This leads to a survey of some interesting problems, which are good c...

    Price:  $29.86  |  Publisher:  Apress  |  Release:  2020

    Deep Learning with Azure

    Deep Learning with Azure

    by Mathew Salvaris, Danielle Dean, Wee Hyong Tok

    Get up-to-speed with Microsoft's AI Platform. Learn to innovate and accelerate with open and powerful tools and services that bring artificial intelligence to every data scientist and developer.Artificial Intelligence (AI) is the new normal. Innovations in deep learning algorithms and hardware are happening at a rapid pace. It is no ...

    Price:  $37.99  |  Publisher:  Apress  |  Release:  2018

    Deep Learning for Natural Language Processing

    Deep Learning for Natural Language Processing

    by Palash Goyal, Sumit Pandey, Karan Jain

    Discover the concepts of deep learning used for natural language processing (NLP), with full-fledged examples of neural network models such as recurrent neural networks, long short-term memory networks, and sequence-2-sequence models.You'll start by covering the mathematical prerequisites and the fundamentals of deep learning and NLP...

    Price:  $31.93  |  Publisher:  Apress  |  Release:  2018

    The Art of the App Store

    The Art of the App Store

    by Tyson McCann

    It takes more than a great idea to succeed at iPhone and iPad app development.This indispensible guide provides an in-depth look into the perils and potential of the iPhone and iPad app landscape. The Art of the App Store presents tried and tested methods for competitive research, findingyour niche, understanding customer expectations, se...

    Price:  $5.99  |  Publisher:  Wrox  |  Release:  2011

    Deep Learning with Python

    Deep Learning with Python

    by Nihkil Ketkar

    Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This new edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by Faceboo...

    Price:  $32.99  |  Publisher:  Apress  |  Release:  2020

    Deep Learning with R

    Deep Learning with R

    by Francois Chollet, J. J. Allaire

    Machine learning has made remarkable progress in recent years. Deep-learning systems now enable previously impossible smart applications, revolutionizing image recognition and natural-language processing, and identifying complex patterns in data. The Keras deep-learning library provides data scientists and developers working in R a state-...

    Price:  $13.66  |  Publisher:  Manning  |  Release:  2018

    Learn ARCore - Fundamentals of Google ARCore

    Learn ARCore - Fundamentals of Google ARCore

    by Micheal Lanham

    Are you a mobile developer or web developer who wants to create immersive and cool Augmented Reality apps with the latest Google ARCore platform? If so, this book will help you jump right into developing with ARCore and will help you create a step by step AR app easily.This book will teach you how to implement the core features of ARCore ...

    Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018

    R Deep Learning Essentials, 2nd Edition

    R Deep Learning Essentials, 2nd Edition

    by Mark Hodnett, Joshua F. Wiley

    Deep learning is a powerful subset of machine learning that is very successful in domains such as computer vision and natural language processing (NLP). This second edition of R Deep Learning Essentials will open the gates for you to enter the world of neural networks by building powerful deep learning models using the R ecosystem.This bo...

    Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018