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个人简介
The motivation behind my work stems from real world applications. In medicine, applying RL algorithms could assist patients in improving their health status. In robotics, applying RL algorithms enables robots to learn complex behaviors in dynamically changing environments. In ride-sharing platforms, applying RL algorithms could increase its revenue and customer satisfaction. With the fast development of new technology, modern datasets often consist of massive observations, high-dimensional covariates and are characterized by some degree of heterogeneity. In an era of big and complex data, I’m interested in developing computationally efficient algorithms with statistical performance guarantees.
I was honoured to receive the Royal Statistical Society (RSS) Research Prize in March 2021.
I was honoured to receive the Royal Statistical Society (RSS) Research Prize in March 2021.
研究兴趣
论文共 11 篇作者统计合作学者相似作者
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JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2024)
CoRR (2023)
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arXiv (Cornell University) (2023)
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user-5eddf84c4c775e09d87c9229(2019)
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