KUCHAYTIRILGAN O‘QITISH: Q-LEARNING, SARSA
Аннотация
Mazkur maqolada kuchaytirilgan o’qitishning strukturasi va algoritmi uning sohalarda keng qo‘llanilishi haqida taklif-tavsiyalar xususida fikr yuritiladi.
Ключевые слова
Kuchaytirilgan o‘qitish, Q-learning, SARSA
Библиографические ссылки
- Иванов, В. М. И20 Интеллектуальные системы : учебное пособие / В. М. Иванов. — Екатеринбург : Изд-во Урал. ун-та, 2015. — 92 с.
- Mariette Awad and Rahul Khanna Efficient Learning Machines: Theories, Concepts, and Applications for Engineers and System Designers Mariette Awad and Rahul Khanna Copyright © 2015 by Apress Media, LLC.
- Becker, Suzanna, and Geoffrey E. Hinton. “Self-Organizing Neural Network that Discovers Surfaces in Random-Dot Stereograms.” Nature 355, no. 6356 (1992): 161–163.
- Boser, Bernhard E, Isabelle M. Guyon, and Vladimir N. Vapnik. “A Training Algorithm for Optimal Margin Classifiers.” In COLT ’92: Proceedings of the Fifth Annual Workshop on Computational Learning Theory, 144–152. New York: ACM, 1992.