A High-Performance Explanation-Based Learning Algorithm

@article{Segre1994AHE,
  title={A High-Performance Explanation-Based Learning Algorithm},
  author={Alberto Maria Segre and Charles Elkan},
  journal={Artif. Intell.},
  year={1994},
  volume={69},
  pages={1-50}
}
Abstract The main contribution of this paper is a new domain-independent explanation-based learning (EBL) algorithm. The new EBL∗DI algorithm significantly outperforms traditional EBL algorithms both by learning in situations where traditional algorithms cannot learn as well as by providing greater problem-solving performance improvement in general. The superiority of the EBL∗DI algorithm is demonstrated with experiments in three different application domains. The EBL∗DI algorithm is developed… CONTINUE READING

Figures, Tables, and Topics from this paper.

Citations

Publications citing this paper.
SHOWING 1-10 OF 13 CITATIONS

References

Publications referenced by this paper.

Kedar-Cabelli, “Explanation-Based Generalization: A Unifying View,

  • T. M. Mitchell, R. M. Keller, S.T
  • Machine Learning1:1,
  • 1986