Demystifying AlphaGo Zero as AlphaGo GAN

11/24/2017

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by   Xiao Dong, et al.

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The astonishing success of AlphaGo ZeroSilver_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.