ML Anthology

Integrated Learning Architectures

Enric Plaza, Agnar Aamodt, Ashwin Ram, Walter Van de Velde, Maarten van Someren
ECML-PKDD 1993 pp. 429-441
doi:10.1007/3-540-56602-3_162 /ecmlpkdd/1993/plaza1993ecml-integrated/

Abstract

Research in systems where learning is integrated to other components like problem solving, vision, or natural language is becoming an important topic for Machine Learning. Situations where learning methods are embedded or integrated into broader systems offers new theoretical challenges to ML and enlarge the potential range of ML applications. In this position paper we propose the research topic of integrated learning architectures as an initial discussion of the role of learning in intelligent systems. We review the current state of the art and characterise several dimensions along which integrated learning architectures may vary. This paper has been prepared as a position paper with the purpose of providing an initial common ground for discussion in the ECML-93 Workshop on Integrated Learning Architectures. The paper has been edited by E Plaza on the basis of the individual contributions of the authors.

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Cite

Text

Plaza et al. "Integrated Learning Architectures." European Conference on Machine Learning, 1993. doi:10.1007/3-540-56602-3_162

Markdown

[Plaza et al. "Integrated Learning Architectures." European Conference on Machine Learning, 1993.](https://mlanthology.org/ecmlpkdd/1993/plaza1993ecml-integrated/) doi:10.1007/3-540-56602-3_162

BibTeX

@inproceedings{plaza1993ecml-integrated,
  title     = {{Integrated Learning Architectures}},
  author    = {Plaza, Enric and Aamodt, Agnar and Ram, Ashwin and Van de Velde, Walter and van Someren, Maarten},
  booktitle = {European Conference on Machine Learning},
  year      = {1993},
  pages     = {429-441},
  doi       = {10.1007/3-540-56602-3_162},
  url       = {https://mlanthology.org/ecmlpkdd/1993/plaza1993ecml-integrated/}
}