Ruozi Huang — accepted AI-conference papers

2023

A Robust and Opponent-Aware League Training Method for StarCraft II

Ruozi Huang, Xipeng Wu, Hongsheng Yu, Zhong Fan, Haobo Fu, QIANG FU +1

NeurIPS 2023spotlight

It is extremely difficult to train a superhuman Artificial Intelligence (AI) for games of similar size to StarCraft II. AlphaStar is the first AI that beat human professionals in the full game of StarCraft II, using a league training framework that is inspired by a game-theoretic approach. In this p…

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2021

Dance Revolution: Long-Term Dance Generation with Music via Curriculum Learning

Ruozi Huang, Huang Hu, Wei Wu, Kei Sawada, Mi Zhang, Daxin Jiang

ICLR 2021poster

Dancing to music is one of human's innate abilities since ancient times. In machine learning research, however, synthesizing dance movements from music is a challenging problem. Recently, researchers synthesize human motion sequences through autoregressive models like recurrent neural network (RNN).…

Cited by 159 Source ↗PDF ↗Scholar ↗