IEEE - Institute of Electrical and Electronics Engineers, Inc. - USING POMDPS FOR DIALOG MANAGEMENT

2006 IEEE Spoken Language Technology Workshop

Author(s): S. Young
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2006
Conference Location: Palm Beach, Aruba
Conference Date: 10 December 2006
Page(s): 8 - 13
ISBN (CD): 1-4244-0873-3
ISBN (Paper): 1-4244-0872-5
DOI: 10.1109/SLT.2006.326785
Regular:

This paper explains how partially observable Markov decision processes (POMDPs) can provide a principled mathematical framework for modelling the inherent uncertainty in spoken dialog systems. It... View More

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