Application of Methods of Adaptive Learning to the Problem of Automatic Decision Making Under Conditions of a Priori Uncertainty

Akhutin, V.; Ioffe, M.; Kotler, G.; Rats, A.

Application of Methods of Adaptive Learning to the Problem of Automatic Decision Making Under Conditions of a Priori Uncertainty

V. Akhutin, M. Ioffe, G. Kotler, A. Rats

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Proceedings of the Fourth International Joint Conference on Artificial Intelligence. Learning Debugging And Automatic Programming. Pages 223-224.

Abstract

The paper deals with the adaptive approach to decision making as applied to the problema ot biological and medical cybernetics characterised by a priori Wlcertain ty. A number ot algorithms is suggested which, being baaed on the analisis ot apoateriorJ information yield the most adequate decision rule to a specific problem. The learning is achieved b.1 the stochastic approximation method and by means ot the correction ot the decision rule structure The methods discussed have been realized on a computer and used in a cybernetic medical centre.

V. Akhutin, M. Ioffe, G. Kotler, and A. Rats. 1975. Application of Methods of Adaptive Learning to the Problem of Automatic Decision Making Under Conditions of a Priori Uncertainty. In Proceedings of the Fourth International Joint Conference on Artificial Intelligence, IJCAI-75. IJCAI, 223–224. https://ijcai.org/proceedings/1975/34

@inproceedings{ijcai1975p34,
  title     = {Application of Methods of Adaptive Learning to the Problem of Automatic Decision Making Under Conditions of a Priori Uncertainty},
  author    = {Akhutin, V. and Ioffe, M. and Kotler, G. and Rats, A.},
  booktitle = {Proceedings of the Fourth International Joint Conference on
               Artificial Intelligence, {IJCAI-75}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {Patrick Winston and Carl Hewitt},
  pages     = {223--224},
  year      = {1975},
  note      = {Learning Debugging And Automatic Programming},
  url       = {https://ijcai.org/proceedings/1975/34},
}

TY  - CPAPER
TI  - Application of Methods of Adaptive Learning to the Problem of Automatic Decision Making Under Conditions of a Priori Uncertainty
AU  - Akhutin, V.
AU  - Ioffe, M.
AU  - Kotler, G.
AU  - Rats, A.
T2  - Proceedings of the Fourth International Joint Conference on Artificial Intelligence, IJCAI-75
PB  - International Joint Conferences on Artificial Intelligence
PY  - 1975
SP  - 223
EP  - 224
UR  - https://ijcai.org/proceedings/1975/34
ER  -