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arXiv:1711.09091cs.LG

Demystifying AlphaGo Zero as AlphaGo GAN

Xiao Dong, Jiasong Wu, Ling Zhou

Early discovery. Linked by one identifiable commenter. This paper is outside the main ranking; a mention is not an endorsement.

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.

arXiv comments
3 pages, 1 figure
Journal reference
DOI
Subjects
cs.LGMachine Learning stat.MLMachine Learning (Statistics)

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Linked by 1 identifiable commenter in 1 comment across 1 thread, from Dec 2017 to Dec 2017. Found in 1 HN submission from Dec 2017 to Dec 2017. Open submission discussions.

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