Perspective: Purposeful Failure in Artificial Life and Artificial Intelligence
Artificial Intelligence
2021-02-25 v1 Computers and Society
Machine Learning
Neural and Evolutionary Computing
Abstract
Complex systems fail. I argue that failures can be a blueprint characterizing living organisms and biological intelligence, a control mechanism to increase complexity in evolutionary simulations, and an alternative to classical fitness optimization. Imitating biological successes in Artificial Life and Artificial Intelligence can be misleading; imitating failures offers a path towards understanding and emulating life it in artificial systems.
Cite
@article{arxiv.2102.12076,
title = {Perspective: Purposeful Failure in Artificial Life and Artificial Intelligence},
author = {Lana Sinapayen},
journal= {arXiv preprint arXiv:2102.12076},
year = {2021}
}
Comments
5 pages, 2 figures