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Reinforcement Learning(经典英文原版教材).pdf
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Reinforcement Learning(经典英文原版教材).pdf
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ii
Adaptive Computation and Machine Learning
Francis Bach
A complete list of books published in the Adaptive Computation and Machine Learning
series appears at the back of this book.
The cover design is based on the trajectories of a simulated bicycle controlled by a
reinforcement learning system developed by Jette Randløv.
Reinforcement Learning:
An Introduction
second edition
Richard S. Sutton and Andrew G. Barto
The MIT Press
Cambridge, Massachusetts
London, England
c
2018 Richard S. Sutton and Andrew G. Barto
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivs
2.0 Generic License. To view a copy of this license, v is i t
http://creativecommons.
org/licenses/by-nc-nd/2.0/
or send a letter to Creative Commons, PO Box 1866,
Mountain View, CA 94042, USA.
This book was set in —— by ——. Printed and bound in the United States of Ame ri c a.
Comp: Please fill in font, compositor, and location
Library of Congress Cataloging-in-Publication Data is available.
ISBN: 978-0-262-19398-6
10 9 8 7 6 5 4 3 2 1
In memory of A. Harry Klopf
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