Demystifying AlphaGo Zero as AlphaGo GAN
Machine Learning
2017-11-28 v1 Machine Learning
Abstract
The astonishing success of AlphaGo Zero\cite{Silver_AlphaGo} invokes a worldwide discussion of the future of our human society with a mixed mood of hope, anxiousness, excitement and fear. We try to dymystify AlphaGo Zero by a qualitative analysis to indicate that AlphaGo Zero can be understood as a specially structured GAN system which is expected to possess an inherent good convergence property. Thus we deduct the success of AlphaGo Zero may not be a sign of a new generation of AI.
Cite
@article{arxiv.1711.09091,
title = {Demystifying AlphaGo Zero as AlphaGo GAN},
author = {Xiao Dong and Jiasong Wu and Ling Zhou},
journal= {arXiv preprint arXiv:1711.09091},
year = {2017}
}
Comments
3 pages, 1 figure