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

Format:

Book

Author/Creator:

Sutton, Richard S., author.

Barto, Andrew G., author.

Series:

Adaptive computation and machine learning

Language:

English

Subjects (All):

Reinforcement learning.

Physical Description:

xxii, 526 pages ; 24 cm.

Edition:

Second edition.

Place of Publication:

Cambridge, Massachusetts : The MIT Press, [2018]

Summary:

"Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms."-- Provided by publisher.

Notes:

Includes bibliographical references and index.

ISBN:

9780262039246

0262039249

OCLC:

1043175824