Rui Ai
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.
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]
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]
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
Rui Ai, Hongrui Chen, Chengxin Gong, and Kaicheng Shao, "An Analysis of Representation Learning", 2021. [slides]
Rui Ai, Xuning Ding, and Zherui Fan, "A Fire Field Drone Solution: Modeling, Estimation and Prediction", 2021.
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