Building Dialogue POMDPs from Expert Dialogues is popular PDF and ePub book, written by Hamidreza Chinaei in 2016-02-08, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Building Dialogue POMDPs from Expert Dialogues can be Read Online from any device for your convenience.
Building Dialogue POMDPs from Expert Dialogues Book PDF Summary
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.
Detail Book of Building Dialogue POMDPs from Expert Dialogues PDF
- Author : Hamidreza Chinaei
- Release : 08 February 2016
- Publisher : Springer
- ISBN : 9783319262000
- Genre : Technology & Engineering
- Total Page : 119 pages
- Language : English
- PDF File Size : 7,5 Mb
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