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Bootstrap Learning of Foundational Representations. (2005)
Benjamin Kuipers
,
Patrick Beeson
,
Joseph Modayil
and
Jefferson Provost
To be autonomous, intelligent robots must learn the foundations of commonsense knowledge from their own sensorimotor experience in the world. We describe four recent research results that show how a robot learning agent can bootstrap from the ``blooming buzzing confusion'' of the pixel level to a higher-level ontology including distinctive states, places, actions, and objects.
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PDF
Citation:
In
Developmental Robotics, AAAI Spring Symposium Series
, 2005.
Bibtex:
@inproceedings{kuipers:dr05, title={Bootstrap Learning of Foundational Representations.}, author={Benjamin Kuipers and Patrick Beeson and Joseph Modayil and Jefferson Provost}, booktitle={Developmental Robotics, AAAI Spring Symposium Series}, url="http://nn.cs.utexas.edu/?kuipers:dr05", year={2005} }
People
Patrick Beeson
pbeeson [at] traclabs com
Benjamin Kuipers
kuipers [at] cs utexas edu
Joseph Modayil
modayil [at] cs utexas edu
Jefferson Provost
Ph.D. Alumni
jefferson provost [at] gmail com
Areas of Interest
Bootstrap Learning