ELF OpenGo: An Analysis and Open Reimplementation of AlphaZero

12 Feb 2019Yuandong TianJerry MaQucheng GongShubho SenguptaZhuoyuan ChenJames PinkertonC. Lawrence Zitnick

The AlphaGo, AlphaGo Zero, and AlphaZero series of algorithms are remarkable demonstrations of deep reinforcement learning's capabilities, achieving superhuman performance in the complex game of Go with progressively increasing autonomy. However, many obstacles remain in the understanding of and usability of these promising approaches by the research community... (read more)

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