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Planning Immediate Landmarks of Targets for Model-Free Skill Transfer across Agents


Dec 18, 2022
Minghuan Liu, Zhengbang Zhu, Menghui Zhu, Yuzheng Zhuang, Weinan Zhang, Jianye Hao

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Generative Adversarial Exploration for Reinforcement Learning


Jan 27, 2022
Weijun Hong, Menghui Zhu, Minghuan Liu, Weinan Zhang, Ming Zhou, Yong Yu, Peng Sun

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Goal-Conditioned Reinforcement Learning: Problems and Solutions


Jan 20, 2022
Minghuan Liu, Menghui Zhu, Weinan Zhang

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MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks


May 13, 2021
Menghui Zhu, Minghuan Liu, Jian Shen, Zhicheng Zhang, Sheng Chen, Weinan Zhang, Deheng Ye, Yong Yu, Qiang Fu, Wei Yang

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* Paper accepted at IJCAI 2021 

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Which Heroes to Pick? Learning to Draft in MOBA Games with Neural Networks and Tree Search


Dec 18, 2020
Sheng Chen, Menghui Zhu, Deheng Ye, Weinan Zhang, Qiang Fu, Wei Yang

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