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

SpringerBriefs in Speech Technology

by Hamidreza Chinaei

1 Introduction.- 2 A few words on topic modeling.- 3 Sequential decision making in spoken dialog management.- 4 Learning the dialog POMDP model components.- 5 Learning the reward function.- 6 Application on healthcare dialog management.- 7 Conclusions and future work.

128 pages, Paperback

Published February 11, 2016