Towards Augmenting Dialogue Strategy Management with Multimodal Sub-Symbolic Context. Baxter, P., Cuayahuitl, H., Wood, R., Kruijff-Korbayova, I., & Belpaeme, T. In KI 2012, pages 49–53, Saarbruecken, Germany, 2012. abstract bibtex A synthetic agent requires the coordinated use of multiple sensory and effector modalities in order to achieve a social human-robot interaction (HRI). While systems in which such a concatenation of multi- ple modalities exist, the issue of information coordination across modal- ities to identify relevant context information remains problematic. A system-wide information formalism is typically used to address the issue, which requires a re-encoding of all information into the system ontology. We propose a general approach to this information coordination issue, focussing particularly on a potential application to a dialogue strategy learning and selection system embedded within a wider architecture for social HRI. Rather than making use of a common system ontology, we rather emphasise a sub-symbolic association-driven architecture which has the capacity to influence the ‘internal' processing of all individual system modalities, without requiring the explicit processing or interpre- tation of modality-specific information.
@inproceedings{Baxter2012,
abstract = {A synthetic agent requires the coordinated use of multiple sensory and effector modalities in order to achieve a social human-robot interaction (HRI). While systems in which such a concatenation of multi- ple modalities exist, the issue of information coordination across modal- ities to identify relevant context information remains problematic. A system-wide information formalism is typically used to address the issue, which requires a re-encoding of all information into the system ontology. We propose a general approach to this information coordination issue, focussing particularly on a potential application to a dialogue strategy learning and selection system embedded within a wider architecture for social HRI. Rather than making use of a common system ontology, we rather emphasise a sub-symbolic association-driven architecture which has the capacity to influence the ‘internal' processing of all individual system modalities, without requiring the explicit processing or interpre- tation of modality-specific information.},
address = {Saarbruecken, Germany},
author = {Baxter, Paul and Cuayahuitl, Heriberto and Wood, Rachel and Kruijff-Korbayova, Ivana and Belpaeme, Tony},
booktitle = {KI 2012},
pages = {49--53},
title = {{Towards Augmenting Dialogue Strategy Management with Multimodal Sub-Symbolic Context}},
year = {2012}
}
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