By Hamidreza Chinaei,Brahim Chaib-draa

This e-book discusses the in part Observable Markov choice approach (POMDP) framework utilized in discussion structures. It offers POMDP as a proper framework to symbolize uncertainty explicitly whereas aiding automatic coverage fixing. The authors suggest and enforce an end-to-end studying procedure for discussion POMDP version elements. ranging from scratch, they current the kingdom, the transition version, the commentary version after which ultimately the gift version from unannotated and noisy dialogues. those altogether shape an important set of contributions which can almost certainly motivate tremendous extra paintings. This concise manuscript is written in an easy language, jam-packed with illustrative examples, figures, and tables.

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Building Dialogue POMDPs from Expert Dialogues: An end-to-end approach (SpringerBriefs in Electrical and Computer Engineering) by Hamidreza Chinaei,Brahim Chaib-draa


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