Creative AI Through Evolutionary Computation
Neural and Evolutionary Computing
2020-02-25 v2 Artificial Intelligence
Machine Learning
Abstract
The main power of artificial intelligence is not in modeling what we already know, but in creating solutions that are new. Such solutions exist in extremely large, high-dimensional, and complex search spaces. Population-based search techniques, i.e. variants of evolutionary computation, are well suited to finding them. These techniques are also well positioned to take advantage of large-scale parallel computing resources, making creative AI through evolutionary computation the likely "next deep learning".
Cite
@article{arxiv.1901.03775,
title = {Creative AI Through Evolutionary Computation},
author = {Risto Miikkulainen},
journal= {arXiv preprint arXiv:1901.03775},
year = {2020}
}