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Condition: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide.
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Condition: Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service.
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Abstraction in Reinforcement Learning (Paperback or Softback)
Language: English
Published by VDM Verlag 3/19/2009, 2009
ISBN 10: 3639136527 ISBN 13: 9783639136524
Paperback or Softback. Condition: New. Abstraction in Reinforcement Learning. Book.
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Condition: Used. pp. 304.
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Condition: Used. pp. 304 Illus.
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Paperback. Condition: Very Good. Ex-library paperback in very nice condition with the usual markings and attachments.
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Condition: Used. pp. 304.
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Abstraction in Reinforcement Learning: Using Option Discovery and State Similarity
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Abstraction in Reinforcement Learning: Using Option Discovery and State Similarity
Language: English
Published by VDM Verlag 2009-03-19, 2009
ISBN 10: 3639136527 ISBN 13: 9783639136524
Paperback. Condition: New.
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Abstraction in Reinforcement Learning
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Recent Advances in Reinforcement Learning: 8th European Workshop, EWRL 2008, Villeneuve d'Ascq, France, June 30-July 3, 2008, Revised and Selected Papers (Lecture Notes in Computer Science, 5323)
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Recent Advances in Reinforcement Learning: 8th European Workshop, Ewrl 2008, Villeneuve D'ascq, France, June 30-july 3, 2008, Revised and Selected Papers
Language: English
Published by Springer-Verlag New York Inc, 2008
ISBN 10: 3540897216 ISBN 13: 9783540897217
Paperback. Condition: Brand New. 1st edition. 283 pages. 9.25x6.25x0.75 inches. In Stock.
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Abstraction in Reinforcement Learning | Using Option Discovery and State Similarity
Language: English
Published by VDM Verlag Dr. Müller, 2009
ISBN 10: 3639136527 ISBN 13: 9783639136524
Taschenbuch. Condition: Neu. Abstraction in Reinforcement Learning | Using Option Discovery and State Similarity | Sertan Girgin | Taschenbuch | Englisch | VDM Verlag Dr. Müller | EAN 9783639136524 | Verantwortliche Person für die EU: VDM Verlag Dr. Müller, Brivibas Gatve 197, 1039 RIGA, LETTLAND, customerservice[at]vdm-vsg[dot]de | Anbieter: preigu.
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Recent Advances in Reinforcement Learning : 8th European Workshop, EWRL 2008, Villeneuve d'Ascq, France, June 30-July 3, 2008, Revised and Selected Papers
Language: English
Published by Springer Berlin Heidelberg, 2008
ISBN 10: 3540897216 ISBN 13: 9783540897217
Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Inthesummerof2008,reinforcementlearningresearchersfromaroundtheworl d gathered in the north of France for a week of talks and discussions on reinfor- ment learning, on how it could be made more e cient, applied to a broader range of applications, and utilized at more abstract and symbolic levels. As a participant in this 8th European Workshop on Reinforcement Learning, I was struck by both the quality and quantity of the presentations. There were four full days of short talks, over 50 in all, far more than there have been at any p- vious meeting on reinforcement learning in Europe, or indeed, anywhere else in the world. There was an air of excitement as substantial progress was reported in many areas including Computer Go, robotics, and tted methods. Overall, the work reported seemed to me to be an excellent, broad, and representative sample of cutting-edge reinforcement learning research. Some of the best of it is collected and published in this volume. The workshopandthe paperscollectedhere provideevidence thatthe eldof reinforcement learning remains vigorous and varied. It is appropriate to re ect on some of the reasons for this. One is that the eld remains focused on a pr- lem - sequential decision making - without prejudice as to solution methods. Another is the existence of a common terminology and body of theory.
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Taschenbuch. Condition: Neu. Recent Advances in Reinforcement Learning | 8th European Workshop, EWRL 2008, Villeneuve d'Ascq, France, June 30-July 3, 2008, Revised and Selected Papers | Sertan Girgin (u. a.) | Taschenbuch | xii | Englisch | 2008 | Springer | EAN 9783540897217 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Abstraction in Reinforcement Learning
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Condition: Sehr gut. Zustand: Sehr gut | Seiten: 304 | Sprache: Englisch | Produktart: Bücher | Inthesummerof2008,reinforcementlearningresearchersfromaroundtheworld gathered in the north of France for a week of talks and discussions on reinfor- ment learning, on how it could be made more e?cient, applied to a broader range of applications, and utilized at more abstract and symbolic levels. As a participant in this 8th European Workshop on Reinforcement Learning, I was struck by both the quality and quantity of the presentations. There were four full days of short talks, over 50 in all, far more than there have been at any p- vious meeting on reinforcement learning in Europe, or indeed, anywhere else in the world. There was an air of excitement as substantial progress was reported in many areas including Computer Go, robotics, and ?tted methods. Overall, the work reported seemed to me to be an excellent, broad, and representative sample of cutting-edge reinforcement learning research. Some of the best of it is collected and published in this volume. The workshopandthe paperscollectedhere provideevidence thatthe ?eldof reinforcement learning remains vigorous and varied. It is appropriate to re?ect on some of the reasons for this. One is that the ?eld remains focused on a pr- lem ¿ sequential decision making ¿ without prejudice as to solution methods. Another is the existence of a common terminology and body of theory.
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Abstraction in Reinforcement Learning Using Option Discovery and State Similarity
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Recent Advances in Reinforcement Learning
Language: English
Published by Springer Berlin Heidelberg Dez 2008, 2008
ISBN 10: 3540897216 ISBN 13: 9783540897217
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Inthesummerof2008,reinforcementlearningresearchersfromaroundtheworld gathered in the north of France for a week of talks and discussions on reinfor- ment learning, on how it could be made more e cient, applied to a broader range of applications, and utilized at more abstract and symbolic levels. As a participant in this 8th European Workshop on Reinforcement Learning, I was struck by both the quality and quantity of the presentations. There were four full days of short talks, over 50 in all, far more than there have been at any p- vious meeting on reinforcement learning in Europe, or indeed, anywhere else in the world. There was an air of excitement as substantial progress was reported in many areas including Computer Go, robotics, and tted methods. Overall, the work reported seemed to me to be an excellent, broad, and representative sample of cutting-edge reinforcement learning research. Some of the best of it is collected and published in this volume. The workshopandthe paperscollectedhere provideevidence thatthe eldof reinforcement learning remains vigorous and varied. It is appropriate to re ect on some of the reasons for this. One is that the eld remains focused on a pr- lem - sequential decision making - without prejudice as to solution methods. Another is the existence of a common terminology and body of theory. 304 pp. Englisch.
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Abstraction in Reinforcement Learning
Language: English
Published by VDM Verlag Dr. Müller, 2009
ISBN 10: 3639136527 ISBN 13: 9783639136524
Kartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Girgin SertanSertan Girgin received his Ph.D. degree in Computer Engineeringnfrom Middle East Technical University, Turkey in 2007 and holds andouble major in Mathematics. His research interests includenReinforcement Learning, Distri.
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Recent Advances in Reinforcement Learning
Language: English
Published by Springer Berlin Heidelberg, 2008
ISBN 10: 3540897216 ISBN 13: 9783540897217
Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Inthesummerof2008,reinforcementlearningresearchersfromaroundtheworld gathered in the north of France for a week of talks and discussions on reinfor- ment learning, on how it could be made more e?cient, applied to a broader range of applications, and utilize.
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Abstraction in Reinforcement Learning : Using Option Discovery and State Similarity
Language: English
Published by VDM Verlag Dr. Müller, 2009
ISBN 10: 3639136527 ISBN 13: 9783639136524
Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Reinforcement learning is the problem faced by anagent that must learn behavior throughtrial-and-error interactions with a dynamicenvironment. Usually, the problem to be solvedcontains subtasks that repeat at different regions ofthe state space. Without any guidancean agent has to learn the solutions of all subtaskinstances independently, which in turn degrades theperformance of the learning process. In this work, wepropose two novel approaches for building theconnections between different regions of the searchspace. The first approach efficiently discoversabstractions in the form of conditionally terminatingsequences and represents these abstractions compactlyas a single tree structure; this structure is thenused to determine the actions to be executed by theagent. In the second approach, a similarity functionbetween states is defined based on the number ofcommon action sequences; by using this similarityfunction, updates on the action-value function of astate are re ected to all similar states that allowsexperience acquired during learning be applied to abroader context. The effectiveness of both approachesis demonstrated empirically over various domains.
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Recent Advances in Reinforcement Learning
Language: English
Published by Springer, Springer Dez 2008, 2008
ISBN 10: 3540897216 ISBN 13: 9783540897217
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Inthesummerof2008,reinforcementlearningresearchersfromaroundtheworld gathered in the north of France for a week of talks and discussions on reinfor- ment learning, on how it could be made more e cient, applied to a broader range of applications, and utilized at more abstract and symbolic levels. As a participant in this 8th European Workshop on Reinforcement Learning, I was struck by both the quality and quantity of the presentations. There were four full days of short talks, over 50 in all, far more than there have been at any p- vious meeting on reinforcement learning in Europe, or indeed, anywhere else in the world. There was an air of excitement as substantial progress was reported in many areas including Computer Go, robotics, and tted methods. Overall, the work reported seemed to me to be an excellent, broad, and representative sample of cutting-edge reinforcement learning research. Some of the best of it is collected and published in this volume. The workshopandthe paperscollectedhere provideevidence thatthe eldof reinforcement learning remains vigorous and varied. It is appropriate to re ect on some of the reasons for this. One is that the eld remains focused on a pr- lem ¿ sequential decision making ¿ without prejudice as to solution methods. Another is the existence of a common terminology and body of theory.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 304 pp. Englisch.
