Transfer in Learning by Doing

Krueger, William; Oates, Tim; Armstrong, Tom; Cohen, Paul R.; Beal, Carole R.

Transfer in Learning by Doing

William Krueger, Tim Oates, Tom Armstrong, Paul R. Cohen, Carole R. Beal

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Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence. Pages 1618-1618.

Abstract

We develop two related themes, learning procedures and knowledge transfer. This paper introduces two methods for learning procedures and one for transferring previously-learned knowledge to a slightly different task. We demonstrate by experiment that transfer accelerates learning.

William Krueger, Tim Oates, Tom Armstrong, Paul R. Cohen, and Carole R. Beal. 2005. Transfer in Learning by Doing. In Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, IJCAI-05. IJCAI, 1618–1618. https://ijcai.org/proceedings/2005/344

@inproceedings{ijcai2005p344,
  title     = {Transfer in Learning by Doing},
  author    = {Krueger, William and Oates, Tim and Armstrong, Tom and Cohen, Paul R. and Beal, Carole R.},
  booktitle = {Proceedings of the Nineteenth International Joint Conference on
               Artificial Intelligence, {IJCAI-05}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  pages     = {1618--1618},
  year      = {2005},
  url       = {https://ijcai.org/proceedings/2005/344},
}

TY  - CPAPER
TI  - Transfer in Learning by Doing
AU  - Krueger, William
AU  - Oates, Tim
AU  - Armstrong, Tom
AU  - Cohen, Paul R.
AU  - Beal, Carole R.
T2  - Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, IJCAI-05
PB  - International Joint Conferences on Artificial Intelligence
PY  - 2005
SP  - 1618
EP  - 1618
UR  - https://ijcai.org/proceedings/2005/344
ER  -