Using Aperiodic Reinforcement for Directed Self-Organization During Development
Abstract
We present a local learning rule in which Hebbian learning is conditional on an incorrect prediction of a reinforcement signal. We propose a biological interpretation of such a framework and display its utility through examples in which the reinforcement signal is cast as the delivery of a neuromodulator to its target. Three exam pIes are presented which illustrate how this framework can be applied to the development of the oculomotor system.
Cite
Text
Montague et al. "Using Aperiodic Reinforcement for Directed Self-Organization During Development." Neural Information Processing Systems, 1992.Markdown
[Montague et al. "Using Aperiodic Reinforcement for Directed Self-Organization During Development." Neural Information Processing Systems, 1992.](https://mlanthology.org/neurips/1992/montague1992neurips-using/)BibTeX
@inproceedings{montague1992neurips-using,
title = {{Using Aperiodic Reinforcement for Directed Self-Organization During Development}},
author = {Montague, P. R. and Dayan, P. and Nowlan, S.J. and Pouget, A and Sejnowski, T.J.},
booktitle = {Neural Information Processing Systems},
year = {1992},
pages = {969-976},
url = {https://mlanthology.org/neurips/1992/montague1992neurips-using/}
}