Building Dialogue POMDPs from Expert Dialogues: An end-to-end approach - SpringerBriefs in Speech Technology - Hamidreza Chinaei - Books - Springer International Publishing AG - 9783319261980 - February 16, 2016
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Building Dialogue POMDPs from Expert Dialogues: An end-to-end approach - SpringerBriefs in Speech Technology 1st ed. 2016 edition

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This book discusses the Partially Observable Markov Decision Process (POMDP) framework applied in dialogue systems. Starting from scratch, they present the state, the transition model, the observation model and then finally the reward model from unannotated and noisy dialogues.


119 pages, 1 black & white illustrations, 21 colour illustrations, 20 colour tables, biography

Media Books     Paperback Book   (Book with soft cover and glued back)
Released February 16, 2016
ISBN13 9783319261980
Publishers Springer International Publishing AG
Pages 119
Dimensions 155 × 235 × 7 mm   ·   190 g
Language German  

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