Reinforcement Learning for Adaptive Dialogue Systems

Language: English

Published by Springer Berlin Heidelberg Jan 2014, 2014

3642439845 / 9783642439841

Series: Book 2 of 16 - Theory and Applications of Natural Language Processing

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -The past decade has seen a revolution in the field of spoken dialogue systems. As in other areas of Computer Science and Artificial Intelligence, data-driven methods are now being used to drive new methodologies for system development and evaluation. This book is a unique contribution to that ongoing change. A new methodology for developing spoken dialogue systems is described in detail. The journey starts and ends with human behaviour in interaction, and explores methods for learning from the data, for building simulation environments for training and testing systems, and for evaluating the results. The detailed material covers: Spoken and Multimodal dialogue systems, Wizard-of-Oz data collection, User Simulation methods, Reinforcement Learning, and Evaluation methodologies. The book is a research guide for students and researchers with a background in Computer Science, AI, or Machine Learning. It navigates through a detailed case study in data-driven methods for development and evaluation of spoken dialogue systems. Common challenges associated with this approach are discussed and example solutions are provided. This work provides insights, lessons, and inspiration for future research and development - not only for spoken dialogue systems in particular, but for data-driven approaches to human-machine interaction in general. 272 pp. Englisch.

Seller Inventory # 9783642439841

Title
Reinforcement Learning for Adaptive Dialogue Systems
Author
Oliver Lemon
Publisher
Springer Berlin Heidelberg Jan 2014
Publication year
2014
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3642439845
ISBN 13
9783642439841
Item weight
417 grams
Dimensions
235x155x15 mm
Series
Book 2 of 16: Theory and Applications of Natural Language Processing

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

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First itemUS$ 26.38US$ 26.38
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BuchWeltWeit Ludwig Meier e.K.

Germany