A Model for Hormonal Modulation of Learning
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence. Connectionist Models. Pages 532-539.
Abstract
Recent studies in neurobiology have discovered that many hormones exist in the brain, and play key roles in learning and memorization. In this paper, we discuss the possible role of hormones in learning, and propose a new learning model which incorporates hormonal effects on learning. The model is a variant of reinforcement learning with modulation on learning rate and the frequency of mental rehearsal. The modulation enables the system to focus its learning on data which are evaluated as important for the system's overall performance. The experiment demonstrates that the incorporation of hormonal modulation improves behavior learning performance, and such an evaluation network can be acquired through the evolutionary mechanism.
@inproceedings{ijcai1995p70,
title = {A Model for Hormonal Modulation of Learning},
author = {Kitano, Hiroaki},
booktitle = {Proceedings of the Fourteenth International Joint Conference on
Artificial Intelligence, {IJCAI-95}},
publisher = {International Joint Conferences on Artificial Intelligence},
editor = {Chris S. Mellish},
pages = {532--539},
year = {1995},
note = {Connectionist Models},
url = {https://ijcai.org/proceedings/1995/70},
}
TY - CPAPER TI - A Model for Hormonal Modulation of Learning AU - Kitano, Hiroaki T2 - Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, IJCAI-95 PB - International Joint Conferences on Artificial Intelligence PY - 1995 SP - 532 EP - 539 UR - https://ijcai.org/proceedings/1995/70 ER -Copied
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