Building Dialogue POMDPs from Expert Dialogues: An end-to-end approach

Category: E-Book | Comment: 0

Download Now

Building Dialogue POMDPs from Expert Dialogues: An end-to-end approach

Building Dialogue POMDPs from Expert Dialogues: An end-to-end approach By Hamidreza Chinaei, Brahim Chaib-draa
2016 | 128 Pages | ISBN: 3319261983 | PDF | 2 MB


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 reward model from unannotated and noisy dialogues. These altogether form a significant set of contributions that can potentially inspire substantial further work. This concise manuscript is written in a simple language, full of illustrative examples, figures, and tables.
DOWNLOAD:

Direct Download


Tags: Building, Dialogue, POMDPs, Expert, Dialogues, approach

Building Dialogue POMDPs from Expert Dialogues: An end-to-end approach Fast Download via Rapidshare Hotfile Fileserve Filesonic Megaupload, Building Dialogue POMDPs from Expert Dialogues: An end-to-end approach Torrents and Emule Download or anything related.
Dear visitor, you went to website as unregistered user.
We encourage you to Register or Login to website under your name.
Information
Members of Guest cannot leave comments.