ML Anthology

Learning of Agents with Limited Resources

Slawomir Nowaczyk
AAAI 2006 pp. 1893-1894
/aaai/2006/nowaczyk2006aaai-learning/

Abstract

In our research we investigate rational agent which con-sciously balances deliberation and acting, and uses learning to augment its reasoning. It creates several partial plans, uses past experience to choose the best one and, by executing it, gains new knowledge about the world. We analyse a possible application of Inductive Logic Programming to learn how to evaluate partial plans in a resource-constrained way. We also discuss how ILP framework can generalise partial plans.

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Cite

Text

Nowaczyk. "Learning of Agents with Limited Resources." AAAI Conference on Artificial Intelligence, 2006.

Markdown

[Nowaczyk. "Learning of Agents with Limited Resources." AAAI Conference on Artificial Intelligence, 2006.](https://mlanthology.org/aaai/2006/nowaczyk2006aaai-learning/)

BibTeX

@inproceedings{nowaczyk2006aaai-learning,
  title     = {{Learning of Agents with Limited Resources}},
  author    = {Nowaczyk, Slawomir},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2006},
  pages     = {1893-1894},
  url       = {https://mlanthology.org/aaai/2006/nowaczyk2006aaai-learning/}
}