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Building Dialogue POMDPs from Expert Dialogues: An end-to-end approach - SpringerBriefs in Speech Technology Hamidreza Chinaei 1st ed. 2016 edition
Building Dialogue POMDPs from Expert Dialogues: An end-to-end approach - SpringerBriefs in Speech Technology
Hamidreza Chinaei
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 |