Aja Huang(黄士杰)

Engineer

Google DeepMind;Department of Computer Science and Information Engineering National Taiwan Normal University

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基本信息

Career Trajectory

Bio

主要研究方向为电脑围棋，其硕士论文为《电脑围棋打劫的策略》，博士论文为《应用于电脑围棋之蒙地卡罗树搜寻法的新启发式算法》，加入DeepMind后，将AlphaGo成果整理，2016年1月发表于《自然》杂志，题目名为Mastering the Game of Go with Deep Neural Networks and Tree Search，黄士杰是该论文的两位第一作者之一

Research Interests

Papers共 8 篇Author StatisticsCo-AuthorSimilar Experts

By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选

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期刊级别

合作者

合作机构

AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning

Michaël Mathieu,Sherjil Ozair,Srivatsan Srinivasan,Caglar Gulcehre,Shangtong Zhang,Ray Jiang,Tom Le Paine,Richard Powell,Konrad Żołna,Julian Schrittwieser,David Choi,Petko Georgiev,Daniel Toyama,Aja Huang,Roman Ring,Igor Babuschkin,Timo Ewalds,Mahyar Bordbar,Sarah Henderson,Sergio Gómez Colmenarejo,Aäron van den Oord,Wojciech Marian Czarnecki,Nando de Freitas,Oriol Vinyals

CoRR (2023)

Cited15Views0EIBibtex

Discovering Faster Matrix Multiplication Algorithms with Reinforcement Learning

Alhussein Fawzi,Matej Balog,Aja Huang,Thomas Hubert,Bernardino Romera-Paredes,Mohammadamin Barekatain,Alexander Novikov,Francisco J. R. Ruiz,Julian Schrittwieser,Grzegorz Swirszcz,David Silver,Demis Hassabis,Pushmeet Kohli

Nature（2022）

Cited549Views0WOSNATUREEIBibtex

549

Alphastar: Mastering the real time strategy game starcraft ii

Oriol Vinyals,Igor Babuschkin,Junyoung Chung,Michael Mathieu,Max Jaderberg,Wojciech M Czarnecki,Andrew Dudzik,Aja Huang,Petko Georgiev,Richard Powell,Timo Ewalds,Dan Horgan,Manuel Kroiss,Ivo Danihelka,John Agapiou,Junhyuk Oh,Valentin Dalibard,David Choi,Laurent Sifre,Yury Sulsky,Sasha Vezhnevets,James Molloy,Trevor Cai,David Budden,Tom Paine,Caglar Gulcehre,Ziyu Wang,Tobias Pfaff,Toby Pohlen,Yuhuai Wu,Dani Yogatama, Julia Cohen,Katrina McKinney,Oliver Smith,Tom Schaul,Timothy Lillicrap,Chris Apps,Koray Kavukcuoglu,Demis Hassabis,David Silver

URL: https://deepmind. com/blog/alphastar-mastering-real-timestrategy-game-starcraft-ii/(visited on 10/10/2019) (2019): 2

Cited513Views0Bibtex

513

Grandmaster Level in StarCraft II Using Multi-Agent Reinforcement Learning

Oriol Vinyals,Igor Babuschkin,Wojciech M. Czarnecki,Michaël Mathieu,Andrew Dudzik,Junyoung Chung,David H. Choi,Richard Powell,Timo Ewalds,Petko Georgiev,Junhyuk Oh,Dan Horgan,Manuel Kroiss,Ivo Danihelka,Aja Huang,Laurent Sifre,Trevor Cai,John P. Agapiou,Max Jaderberg,Alexander S. Vezhnevets,Rémi Leblond,Tobias Pohlen,Valentin Dalibard,David Budden,Yury Sulsky,James Molloy,Tom L. Paine,Caglar Gulcehre,Ziyu Wang,Tobias Pfaff,Yuhuai Wu,Roman Ring,Dani Yogatama,Dario Wünsch,Katrina McKinney,Oliver Smith,Tom Schaul,Timothy Lillicrap,Koray Kavukcuoglu,Demis Hassabis,Chris Apps,David Silver

Nature（2019）

Cited5369Views0EIWOSNATUREBibtex

5369

Bayesian Optimization in AlphaGo

Yutian Chen,Aja Huang,Ziyu Wang,Ioannis Antonoglou,Julian Schrittwieser,David Silver,Nando de Freitas

CoRR（2018）

Cited173Views0EIBibtex

173

Mastering the Game of Go Without Human Knowledge

David Silver,Julian Schrittwieser,Karen Simonyan,Ioannis Antonoglou,Aja Huang,Arthur Guez,Thomas Hubert, Lucas Baker,Matthew Lai,Adrian Bolton,Yutian Chen,Timothy Lillicrap, Fan Hui,Laurent Sifre,George van den Driessche,Thore Graepel,Demis Hassabis

Nature（2017）

Cited12323Views0WOSEINATUREBibtex

12323

Mastering the Game of Go with Deep Neural Networks and Tree Search

David Silver,Aja Huang,Chris J. Maddison,Arthur Guez,Laurent Sifre,George van den Driessche,Julian Schrittwieser,Ioannis Antonoglou,Veda Panneershelvam,Marc Lanctot,Sander Dieleman,Dominik Grewe, John Nham,Nal Kalchbrenner,Ilya Sutskever,Timothy Lillicrap, Madeleine Leach,Koray Kavukcuoglu,Thore Graepel,Demis Hassabis

Nature（2016）

Cited21743Views0WOSEINATUREBibtex

21743

Move Evaluation in Go Using Deep Convolutional Neural Networks

Chris J. Maddison,Aja Huang,Ilya Sutskever,David Silver

arXiv (Cornell University)（2015）

Cited195Views0EIBibtex

195

Author Statistics

#Papers: 8

#Citation: 40880

H-Index: 8

G-Index: 8

Sociability: 4

Diversity: 1

Activity: 9

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