Rui Ai

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School of Mathematical Sciences,
National School of Development,
Peking University (PKU)
No.5 Yiheyuan Road Haidian District
Beijing, P.R.China 100871
Phone: +86 18146785059

About me

I am a senior student in the School of Mathematical Sciences, Peking University. Here is a brief cv about me.


My research interests include

  • Machine Learning

  • Reinforcement Learning

  • Mechanism Design

  • Agent Theory

  • Blockchain

Recent Publications

*: equal contribution or alphabetic ordering.

  1. Rui Ai*, Zhaohua Chen*, Xiaotie Deng*, Yuqi Pan*, Chang Wang* and Mingwei Yang*, "On the Re-Solving Heuristic for (Binary) Contextual Bandits with Knapsacks", 2022. [arXiv]

  2. Rui Ai, Boxiang Lyu, Zhaoran Wang, Zhuoran Yang and Michael I. Jordan, "A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design", 2022. [arXiv]

  3. Rui Ai*, Chang Wang*, Chenchen Li, Jinshan Zhang, Wenhan Huang and Xiaotie Deng, "No-regret Learning in Repeated First-Price Auctions with Budget Constraints", 2022. [arXiv]

Project Papers

  1. Rui Ai, Hongrui Chen, Chengxin Gong, and Kaicheng Shao, "An Analysis of Representation Learning", 2021. [slides]

  2. Rui Ai, Xuning Ding, and Zherui Fan, "A Fire Field Drone Solution: Modeling, Estimation and Prediction", 2021.