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Paperback Building Dialogue Pomdps from Expert Dialogues: An End-To-End Approach Book
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ISBN: 3319261983

ISBN13: 9783319261980

Building Dialogue Pomdps from Expert Dialogues: An End-To-End Approach

(Part of the SpringerBriefs in Speech Technology Series)

by and
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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 for dialogue POMDP model components. Starting from scratch, they present the state, the transition model, the observation model and then finally the...

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Format: Paperback

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Computers Computers & Technology Engineering Technology

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