Rui Ai

BS, 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 E-post: ruiai@pku.edu.cn

About me

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

Research

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.