Coevolutionary Neural Population Models
Neural and Evolutionary Computing
2018-04-13 v1
Abstract
We present a method for using neural networks to model evolutionary population dynamics, and draw parallels to recent deep learning advancements in which adversarially-trained neural networks engage in coevolutionary interactions. We conduct experiments which demonstrate that models from evolutionary game theory are capable of describing the behavior of these neural population systems.
Cite
@article{arxiv.1804.04187,
title = {Coevolutionary Neural Population Models},
author = {Nick Moran and Jordan Pollack},
journal= {arXiv preprint arXiv:1804.04187},
year = {2018}
}