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Title:Perception-Action Coupling via Imitation and Attention
Authors: George Maistros ; Yuval Marom ; Gillian Hayes
Date:Nov 2001
Publication Title:Proceedings of the AAAI Fall Symposium on Anchoring Symbols to Sensor Data in Single and Multiple Robot Systems
Publication Type:Conference Paper
Abstract:
When we interact with objects, we give them meaning, i.e. we show what they are potentially useful for. We believe that physical entities are anchored to perceptual representations, and through them to the actions that they `afford'. This paper brings an imitation mechanism and an attention system together computationally, with the aim of having a system that is capable of creating and maintaining these anchors. The integrated system is implemented on two different platforms: a simulated humanoid robot learning from another how to drink a glass of beer, and a simulated mobile robot learning from another how to follow walls.
Copyright:
2002 by AAAI
The authors and the University of Edinburgh retain the right to reproduce and publish this paper for educational purposes.
Links To Paper
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Bibtex format
@InProceedings{EDI-INF-RR-0068,
author = { George Maistros and Yuval Marom and Gillian Hayes },
title = {Perception-Action Coupling via Imitation and Attention},
book title = {Proceedings of the AAAI Fall Symposium on Anchoring Symbols to Sensor Data in Single and Multiple Robot Systems},
year = 2001,
month = {Nov},
}


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