Adaptive and Adaptable Learning, Verbert

Автор: Rieser, Verena
Название: Reinforcement Learning for Adaptive Dialogue Systems
ISBN: 3642249418 ISBN-13(EAN): 9783642249419
Издательство: Springer
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Цена: 16769.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: 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.

Автор: Cheng Irene Et Al
Название: Multimedia In Education: Adaptive Learning And Testing
ISBN: 9812837051 ISBN-13(EAN): 9789812837059
Издательство: World Scientific Publishing
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Цена: 11563.00 р.
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Описание: Reviews many examples of multimedia item types for testing. This book outlines how games can be used to test physics concepts and discusses designing chemistry item types with interactive graphics. It also studies how to test different cognitive skills, such as music, using multimedia interfaces and also evaluate the effectiveness of our model.

Автор: Verena Rieser; Oliver Lemon
Название: Reinforcement Learning for Adaptive Dialogue Systems
ISBN: 3642439845 ISBN-13(EAN): 9783642439841
Издательство: Springer
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Цена: 18167.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book contributes to progress in spoken dialogue systems with a new, data-driven methodology. Covers Spoken and Multimodal dialogue systems; Wizard-of-Oz data collection; User Simulation methods; Reinforcement Learning and Evaluation methodologies.