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A Domain Independent Explanation-Based Generalizer (1986)
Raymond J. Mooney
and S.W. Bennett
A domain independent technique for generalizing a broad class of explanations is described. This method is compared and contrasted with other approaches to generalizing explanations, including an abstract version of the algorithm used in the STRIPS system and the EBG technique developed by Mitchell, Keller, and Kedar-Cabelli. We have tested this generalization technique on a number of examples in different domains, and present detailed descriptions of several of these.
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Citation:
In
Proceedings of the Fifth National Conference on Artificial Intelligence (AAAI-86)
, pp. 551-555, Philadelphia, PA, August 1986.
Bibtex:
@InProceedings{mooney:aaai86, title={A Domain Independent Explanation-Based Generalizer}, author={Raymond J. Mooney and S.W. Bennett}, booktitle={Proceedings of the Fifth National Conference on Artificial Intelligence (AAAI-86)}, month={August}, address={Philadelphia, PA}, key={EGGS EBL}, pages={551-555}, url="http://www.cs.utexas.edu/users/ai-lab?mooney:aaai86", year={1986} }
People
Raymond J. Mooney
Faculty
mooney [at] cs utexas edu
Areas of Interest
Explanation-Based Learning
Machine Learning
Labs
Machine Learning