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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Main Author: Chinaei, Hamidreza,
Other Authors: Chaib-draa, Brahim, 1951-, SpringerLink (Online service)
Format: eBook
Language: English
Published: Cham : Springer, 2016.
Physical Description: 1 online resource.
Series: SpringerBriefs in electrical and computer engineering. Speech technology.
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