Non-Cumulative Learning in METAXA.3

Emde, Werner

Non-Cumulative Learning in METAXA.3

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Proceedings of the Tenth International Joint Conference on Artificial Intelligence. Knowledge Acquisition. Pages 208-209.

Abstract

Knowledge revision in incremental learning systems will usually be restricted by some external criteria to achieve a conservative behavior of the system. Unfortunately, conservatism has some well known drawbacks. Therefore, it can become necessary to drop these restrictions and to change over to a non-cumulative learning mode. In this paper the incremental learning system METAXA.3 is described which is able to perform a special kind of noncumulative knowledge revision enabling it to learn without requiring unrestricted resources or the absence of noisy data. The generalization approach is sketched and knowledge revision in METAXA.3 is described.

Werner Emde. 1987. Non-Cumulative Learning in METAXA.3. In Proceedings of the Tenth International Joint Conference on Artificial Intelligence, IJCAI-87. IJCAI, 208–209. https://ijcai.org/proceedings/1987/41

@inproceedings{ijcai1987p41,
  title     = {Non-Cumulative Learning in METAXA.3},
  author    = {Emde, Werner},
  booktitle = {Proceedings of the Tenth International Joint Conference on
               Artificial Intelligence, {IJCAI-87}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {John McDermott},
  pages     = {208--209},
  year      = {1987},
  note      = {Knowledge Acquisition},
  url       = {https://ijcai.org/proceedings/1987/41},
}

TY  - CPAPER
TI  - Non-Cumulative Learning in METAXA.3
AU  - Emde, Werner
T2  - Proceedings of the Tenth International Joint Conference on Artificial Intelligence, IJCAI-87
PB  - International Joint Conferences on Artificial Intelligence
PY  - 1987
SP  - 208
EP  - 209
UR  - https://ijcai.org/proceedings/1987/41
ER  -