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Partitioning POMDPs for multiple input types, and their application to dialogue managers |
COWDEROY, GRACE
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This research looks at the POMDP models used for dialogue management within Spoken Dialogue
Systems (SDS). In particular, it examines the difficulty of handling multimodal inputs. It proposes a
generalisation of the POMDP model in order to tackle this.
This model is shown, via a Car Advisory system, to improve tractability for multimodal inputs.
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Keyword(s):
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partitioning POMDPs; car advisory system; POMDP; dialogue manager; multimodal input |
Publication Date:
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2018 |
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Type:
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Master thesis (research) |
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Peer-Reviewed:
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Yes |
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Language(s):
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English |
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Institution:
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Trinity College Dublin |
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Citation(s):
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COWDEROY, GRACE, Partitioning POMDPs for multiple input types, and their application to dialogue managers, Trinity College Dublin.School of Computer Science & Statistics, 2018 |
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Publisher(s):
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Trinity College Dublin. School of Computer Science & Statistics. Discipline of Computer Science |
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Supervisor(s):
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VOGEL, CARL |
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First Indexed:
2018-12-02 06:12:17 Last Updated:
2018-12-02 06:12:17 |
