Search Results for author: Jerry Ma

Found 5 papers, 5 papers with code

ELF OpenGo: An Analysis and Open Reimplementation of AlphaZero

1 code implementation12 Feb 2019 Yuandong Tian, Jerry Ma, Qucheng Gong, Shubho Sengupta, Zhuoyuan Chen, James Pinkerton, C. 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.

Game of Go

Quasi-hyperbolic momentum and Adam for deep learning

2 code implementations ICLR 2019 Jerry Ma, Denis Yarats

Momentum-based acceleration of stochastic gradient descent (SGD) is widely used in deep learning.

Stochastic Optimization

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