Download PDF by Hamidreza Chinaei,Brahim Chaib-draa: Building Dialogue POMDPs from Expert Dialogues: An

By Hamidreza Chinaei,Brahim Chaib-draa

This ebook discusses the partly Observable Markov determination method (POMDP) framework utilized in discussion platforms. It offers POMDP as a proper framework to symbolize uncertainty explicitly whereas aiding computerized coverage fixing. The authors suggest and enforce an end-to-end studying method for discussion POMDP version elements. ranging from scratch, they current the kingdom, the transition version, the commentary version after which eventually the gift version from unannotated and noisy dialogues. those altogether shape an important set of contributions which can probably encourage mammoth additional paintings. This concise manuscript is written in an easy language, 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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