Ultimate Intelligence Part III: Measures of Intelligence, Perception and Intelligent Agents
Artificial Intelligence
2017-09-13 v1
Abstract
We propose that operator induction serves as an adequate model of perception. We explain how to reduce universal agent models to operator induction. We propose a universal measure of operator induction fitness, and show how it can be used in a reinforcement learning model and a homeostasis (self-preserving) agent based on the free energy principle. We show that the action of the homeostasis agent can be explained by the operator induction model.
Cite
@article{arxiv.1709.03879,
title = {Ultimate Intelligence Part III: Measures of Intelligence, Perception and Intelligent Agents},
author = {Eray Özkural},
journal= {arXiv preprint arXiv:1709.03879},
year = {2017}
}
Comments
Third installation of the Ultimate Intelligence series. Submitted to AGI-2017. arXiv admin note: text overlap with arXiv:1504.03303