Reinforcement learning : an introduction /

"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, Richar...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Sutton, Richard S. (Awdur), Barto, Andrew G. (Awdur)
Fformat: Llyfr
Iaith:English
Cyhoeddwyd: Cambridge, Massachusetts : The MIT Press, c2018
Rhifyn:Second edition.
Cyfres:Adaptive computation and machine learning series
Pynciau:
Classic Catalogue: View this record in Classic Catalogue
Disgrifiad
Crynodeb:"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."--
Disgrifiad Corfforoll:xxii, 526 pages : illustrations (some color) ; 23 cm.
Llyfryddiaeth:Includes bibliographical references (pages [481]-518) and index.
ISBN:9780262039246 (hardcover : alk. paper)