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Weijun Hong

2 accepted papers

2022

PerfectDou: Dominating DouDizhu with Perfect Information Distillation

NeurIPS 2022accept

As a challenging multi-player card game, DouDizhu has recently drawn much attention for analyzing competition and collaboration in imperfect-information games. In this paper, we propose PerfectDou, a state-of-the-art Doudizhu AI system that summits the game, in an actor-critic framework with a propo…

2020

DropNAS: Grouped Operation Dropout for Differentiable Architecture Search

IJCAI 2020poster

Neural architecture search (NAS) has shown encouraging results in automating the architecture design. Recently, DARTS relaxes the search process with a differentiable formulation that leverages weight-sharing and SGD for cost reduction of NAS. In DARTS, all candidate operations are trained simulta…