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Learning to Play: Reinforcement Learning and Games book cover by Aske Plaat
Paperback

Learning to Play: Reinforcement Learning and Games

by Aske Plaat

$48.39 / copy at 25+ copies As low as $47.29 at 100+Your best volume price

Total $1,209.75

Paperback · 330 pages Springer International Publishing · 2021

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About the book

Learning to Play

In this textbook the author takes as inspiration recent breakthroughs in game playing to explain how and why deep reinforcement learning works. In particular he shows why two-person games of tactics and strategy fascinate scientists, programmers, and game enthusiasts and unite them in a common goal: to create artificial intelligence (AI). 

After an introduction to the core concepts, environment, and communities of intelligence and games, the book is organized into chapters on reinforcement learning, heuristic planning, adaptive sampling, function approximation, and self-play. The author takes a hands-on approach throughout, with Python code examples and exercises that help the reader understand how AI learns to play. He also supports the main text with detailed pointers to online machine learning frameworks, technical details for AlphaGo, notes on how to play and program Go and chess, and a comprehensive bibliography.

The content is class-tested and suitable for advanced undergraduate and graduate courses on artificial intelligence and games. It's also appropriate for self-study by professionals engaged with applications of machine learning and with games development. Finally it's valuable for any reader engaged with the philosophical implications of artificial and general intelligence, games represent a modern Turing test of the power and limitations of AI.


The book, Learning to Play: Reinforcement Learning and Games [Bulk, Wholesale, Quantity] ISBN#9783030592400 in Paperback by Aske Plaat may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Springer International Publishing
Author
Aske Plaat
Format
Paperback
Published
Nov 22, 2021
ISBN-13
9783030592400
Pages
330
Printing
Printed on demand
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CopiesPrice per copyYou save
25 – 49 $48.39 12% off list
50 – 99 $47.84 13% off list
100+ $47.29 14% off list
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