ML Anthology

Investment Learning with Hierarchical PSOMs

Jörg A. Walter, Helge Ritter
NeurIPS 1995 pp. 570-576
/neurips/1995/walter1995neurips-investment/

Abstract

We propose a hierarchical scheme for rapid learning of context dependent "skills" that is based on the recently introduced "Parameterized Self(cid:173) Organizing Map" ("PSOM"). The underlying idea is to first invest some learning effort to specialize the system into a rapid learner for a more restricted range of contexts.

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Cite

Text

Walter and Ritter. "Investment Learning with Hierarchical PSOMs." Neural Information Processing Systems, 1995.

Markdown

[Walter and Ritter. "Investment Learning with Hierarchical PSOMs." Neural Information Processing Systems, 1995.](https://mlanthology.org/neurips/1995/walter1995neurips-investment/)

BibTeX

@inproceedings{walter1995neurips-investment,
  title     = {{Investment Learning with Hierarchical PSOMs}},
  author    = {Walter, Jörg A. and Ritter, Helge},
  booktitle = {Neural Information Processing Systems},
  year      = {1995},
  pages     = {570-576},
  url       = {https://mlanthology.org/neurips/1995/walter1995neurips-investment/}
}