Richard Sutton and Andrew Barto provide a clear and simple account of the key ideas and algorithms of reinforcement learning. Their discussion ranges from the history of the field's intellectual foundations to the most recent developments and applications.
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 when interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the key ideas and algorithms of reinforcement learning. Their discussion ranges from the history of the field's intellectual foundations to the most recent developments and applications. The only necessary mathematical background is familiarity with elementary concepts of probability.
The book is divided into three parts. Part I defines the reinforcement learning problem in terms of Markov decision processes. Part II provides basic solution methods: dynamic programming, Monte Carlo methods, and temporal-difference learning. Part III presents a unified view of the solution methods and incorporates artificial neural networks, eligibility traces, and planning; the two final chapters present case studies and consider the future of reinforcement learning.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Andrew G. Barto is Professor of Computer Science at the University of Massachusetts.
Richard S. Sutton is Senior Research Scientist, Department of Computer Science, University of Massachusetts.
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
EUR 9,71 per la spedizione da Regno Unito a Italia
Destinazione, tempi e costiDa: Anybook.com, Lincoln, Regno Unito
Condizione: Fair. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In fair condition, suitable as a study copy. Dust jacket in fair condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,900grams, ISBN:9780262193986. Codice articolo 4315704
Quantità: 1 disponibili
Da: Anybook.com, Lincoln, Regno Unito
Condizione: Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In good all round condition. Dust jacket in fair condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,900grams, ISBN:9780262193986. Codice articolo 4315703
Quantità: 1 disponibili
Da: St Vincent de Paul of Lane County, Eugene, OR, U.S.A.
Condizione: Good. DUST JACKET SHOWS SOME GENERAL WEAR, SUCH AS SCRATCHES, RUBBING, STICKER AND/OR GLUE RESIDUE AND CREASES. hardcover 100% of proceeds go to charity! Good condition with all pages in tact. Item shows signs of use and may have cosmetic defects. Codice articolo E-07-5391
Quantità: 1 disponibili
Da: medimops, Berlin, Germania
Condizione: very good. Gut/Very good: Buch bzw. Schutzumschlag mit wenigen Gebrauchsspuren an Einband, Schutzumschlag oder Seiten. / Describes a book or dust jacket that does show some signs of wear on either the binding, dust jacket or pages. Codice articolo M00262193981-V
Quantità: 1 disponibili
Da: Buchpark, Trebbin, Germania
Condizione: Gut. Zustand: Gut | Seiten: 344 | Sprache: Englisch | Produktart: Bücher. Codice articolo 1509267/203
Quantità: 4 disponibili
Da: Goodwill, Brooklyn Park, MN, U.S.A.
Condizione: VeryGood. Cover/Case has some rubbing and edgewear. Access codes, CDs, slipcovers and other accessories may not be included. Codice articolo 2Y6RVK00697H_ns
Quantità: 1 disponibili
Da: BooksRun, Philadelphia, PA, U.S.A.
Hardcover. Condizione: Fair. First Edition. Ship within 24hrs. Satisfaction 100% guaranteed. APO/FPO addresses supported. Codice articolo 0262193981-7-1
Quantità: 1 disponibili
Da: TextbookRush, Grandview Heights, OH, U.S.A.
Condizione: Good. Ships SAME or NEXT business day. We Ship to APO/FPO addr. Choose EXPEDITED shipping and receive in 2-5 business days within the United States. See our member profile for customer support contact info. We have an easy return policy. Codice articolo 54701465
Quantità: 1 disponibili
Da: TextbookRush, Grandview Heights, OH, U.S.A.
Condizione: Very Good. Ships SAME or NEXT business day. We Ship to APO/FPO addr. Choose EXPEDITED shipping and receive in 2-5 business days within the United States. See our member profile for customer support contact info. We have an easy return policy. Codice articolo 54701459
Quantità: 3 disponibili
Da: HPB-Red, Dallas, TX, U.S.A.
Hardcover. Condizione: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Codice articolo S_429704693
Quantità: 1 disponibili