Staff Publications

Staff Publications

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    'Staff publications' is the digital repository of Wageningen University & Research

    'Staff publications' contains references to publications authored by Wageningen University staff from 1976 onward.

    Publications authored by the staff of the Research Institutes are available from 1995 onwards.

    Full text documents are added when available. The database is updated daily and currently holds about 240,000 items, of which 72,000 in open access.

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Record number 561093
Title Embodied language acquisition: A proof of concept
Author(s) Chauhan, Aneesh; Nascimento, Amanda; Werneck, Bruno; Seabra Lopes, Luís
Source In: Progress in Artificial Intelligence - 14th Portuguese Conference on Artificial Intelligence, EPIA 2009, Proceedings. - - p. 263 - 274.
Event 14th Portuguese Conference on Artificial Intelligence, EPIA 2009, Aveiro, 2009-10-12/2009-10-15
DOI https://doi.org/10.1007/978-3-642-04686-5_22
Publication type Contribution in proceedings
Publication year 2009
Abstract

For robots to interact with humans at the language level, it becomes fundamental that robots and humans share a common language. In this paper, a social language grounding paradigm is adopted to teach a robotic arm basic vocabulary about objects in its environment. A human user, acting as an instructor, teaches the names of the objects present in their shared field of view. The robotic agent grounds these words by associating them to visual category descriptions. A component-based object representation is presented. An instance based approach is used for category representation. An instance is described by its components and geometric relations between them. Each component is a color blob or an aggregation of neighboring color blobs. The categorization strategy is based on graph matching. The learning/grounding capacity of the robot is assessed over a series of semi-automated experiments and the results are reported.

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