1. Techniques et Sciences appliquées

EAN13
9782930344638
Éditeur
Presses Universitaires du Louvain
Date de publication
1 août 2005
Collection
SIMILAR
Nombre de pages
246
Dimensions
16 x 3,5 cm
Poids
402 g
Langue
eng
Langue originale
eng

A Framework For Unsupervised Learning Of Dialogue Strategies

Olivier Pietquin

Presses Universitaires du Louvain

Prix public : 12,90 €

This book addresses the problems of spoken dialogue system design and especially automatic learning of optimal strategies for man-machine dialogues. Besides the description of the learning methods, this text proposes a framework for realistic simulation of human-machine dialogues based on probabilistic techniques, which allows automatic evaluation and unsupervised learning of dialogue strategies. This framework relies on stochastic modelling of modules composing spoken dialogue systems as well as on user modelling. Special care has been taken to build models that can either be hand-tuned or learned from generic data.
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