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Zhihai Wang

PhD Student


zhihaiwang@miralab.ai

Interests

  • Reinforcement Learning

Education

  • B.S., Electrical Engineering and Automation, 2020

    Huazhong University of Science and Technology

About me

I am currently a master student in USTC. My advisor is Prof. Jie Wang, who leads the MIRA Lab. My research interests include reinforcement learning and its applications in real-world tasks.

Awards

  • National Scholarship 2017

Experience

  • Intern at Noah’s Ark Lab, Huawei Technologies, 2022/06 -

Publications

Zhihai Wang, Xijun Li, Jie Wang, Yufei Kuang, Mingxuan Yuan, Jia Zeng, Yongdong Zhang, Feng Wu. Learning Cut Selection for Mixed-Integer Linear Programming via Hierarchical Sequence Model. ICLR 2023.

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Zhihai Wang, Taoxing Pan, Qi Zhou, Jie Wang. Efficient Exploration in Resource-Restricted Reinforcement Learning. AAAI 2023.

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Zhihai Wang, Jie Wang, Qi Zhou, Bin Li, Houqiang Li. Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic. AAAI 2022.

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