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

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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Détails bibliographiques
Cote:Libro Electrónico
Auteurs principaux: Chinaei, Hamidreza (Auteur), Chaib-draa, Brahim (Auteur)
Collectivité auteur: SpringerLink (Online service)
Format: Électronique eBook
Langue:Inglés
Publié: Cham : Springer International Publishing : Imprint: Springer, 2016.
Édition:1st ed. 2016.
Collection:SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning,
Sujets:
Signal processing.
User interfaces (Computer systems).
Human-computer interaction.
Telecommunication.
Artificial intelligence.
Computational linguistics.
Signal, Speech and Image Processing .
User Interfaces and Human Computer Interaction.
Communications Engineering, Networks.
Artificial Intelligence.
Computational Linguistics.
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