强化学习-第二版，正式版 英文原版

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

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 10/12, CMR by Westchester Publishing Services. Printed and bound

in the United States of America.

Library of Congress Cataloging-in-Publication Data

Names: Sutton, Richard S., author. | Barto, Andrew G., author.

Title: Reinforcement learning: an introduction / Richard S. Sutton and Andrew G. Barto.

10 9 8 7 6 5 4 3 2 1

In memory of A. Harry Klopf