Building Dialogue POMDPs from Expert Dialogues An end-to-end approach / by Hamidreza Chinaei, Brahim Chaib-draa.
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...
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