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...
Clasificación: | Libro Electrónico |
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Autores principales: | Chinaei, Hamidreza (Autor), Chaib-draa, Brahim (Autor) |
Autor Corporativo: | SpringerLink (Online service) |
Formato: | Electrónico eBook |
Idioma: | Inglés |
Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2016.
|
Edición: | 1st ed. 2016. |
Colección: | SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning,
|
Temas: | |
Acceso en línea: | Texto Completo |
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