Building Dialogue POMDPs from Expert Dialogues An end-to-end approach

Building Dialogue POMDPs from Expert Dialogues An end-to-end approach / by Hamidreza Chinaei, Brahim Chaib-draa.

This book discusses the Partially Observable Markov Decision Process (POMDP) framework applied in dialogue systems. It presents POMDP as a formal framework to represent uncertainty explicitly while supporting automated policy solving. The authors propose and implement an end-to-end learning approach...

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Bibliographic Details
Main Authors: Chinaei, Hamidreza (Author), Chaib-draa, Brahim (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
Edition:1st ed. 2016.
Series:SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning,
Springer eBook Collection.
Subjects:
Signal processing.
Image processing.
Speech processing systems.
User interfaces (Computer systems).
Electrical engineering.
Artificial intelligence.
Computational linguistics.
Electronic resources (E-books)
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