The moving targets algorithm for difficult temporal credit assignment problems

Rohwer, Richard (1990). The moving targets algorithm for difficult temporal credit assignment problems. IN: Neural Networks for Statistical and Economic Data. 1990-12-10 - 1990-12-11.

Abstract

The 'moving targets' algorithm for training recurrent networks is reviewed and applied to a task which demonstrates the ability of this algorithm to use distant contextual information. Some practical difficulties are discussed, especially with regard to the minimization process. Results on performance and computational requirements of several different 2nd-order minimization algorithms are presented for moving target problems.

Divisions: ?? 13770100JJ ??
Event Title: Neural Networks for Statistical and Economic Data
Event Type: Other
Event Dates: 1990-12-10 - 1990-12-11
Uncontrolled Keywords: networks,algorithm,minimization,moving target
Published Date: 1990

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