Statistical Features in Learning

Details Statistical Features in Learning Statistical Features in Learning

1998-09-09

arxiv.org/abs/cond-mat/9809135v2

Physics

Condensed Matter

13 pages, 7 figures; LEARNING'98 Madrid; 2 notations, 1 typo corrected

Scientific paper

We study some features of learning models based on "delayed" and undifferentiated reinforcement and realized by simple algorithms which may be considered of a very elementary nature. We show that a modification of the Hebb-rule works well for this problem in a neural network realization and study numerically its convergence properties. An illustration for a more "concrete" situation is provided.

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