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Jurčíček et al., 2011 - Google Patents

Natural actor and belief critic: Reinforcement algorithm for learning parameters of dialogue systems modelled as POMDPs

Jurčíček et al., 2011

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Document ID
17875741326172302958
Author
Jurčíček F
Thomson B
Young S
Publication year
Publication venue
ACM Transactions on Speech and Language Processing (TSLP)

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This article presents a novel algorithm for learning parameters in statistical dialogue systems which are modeled as Partially Observable Markov Decision Processes (POMDPs). The three main components of a POMDP dialogue manager are a dialogue model representing …
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