Yuan Cheng

2022202320243 13 27

Yingbin LiangThe Ohio State UniversityVerified email at osu.edu
Jing YangAssociate Professor of Electrical Engineering, Penn State UniversityVerified email at psu.edu
Yu HuangUniversity of PennsylvaniaVerified email at wharton.upenn.edu
Ruiquan HuangPenn State UniversityVerified email at columbia.edu
Songtao FengThe Ohio State UniversityVerified email at osu.edu
Hong Zhang (张洪)Department of Statistics and Finance, University of Science and Technology of ChinaVerified email at ustc.edu.cn
Vincent Y. F. TanProfessor, Department of Mathematics, National University of SingaporeVerified email at nus.edu.sg
Shaofeng ZouAssistant Professor, University at Buffalo the State University of New YorkVerified email at buffalo.edu

Yuan Cheng

National Univerisity of Singapore

Verified email at u.nus.edu


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
In-context convergence of transformers Y Huang, Y Cheng, Y Liang arXiv preprint arXiv:2310.05249, 2023	17	2023
Provable benefit of multitask representation learning in reinforcement learning Y Cheng, S Feng, J Yang, H Zhang, Y Liang Advances in Neural Information Processing Systems 35, 31741-31754, 2022	16	2022
Improved sample complexity for reward-free reinforcement learning under low-rank mdps Y Cheng, R Huang, J Yang, Y Liang arXiv preprint arXiv:2303.10859, 2023	9	2023
Provably Efficient Algorithm for Nonstationary Low-Rank MDPs Y Cheng, J Yang, Y Liang Advances in Neural Information Processing Systems 36, 2024	1	2024
Sample Complexity Characterization for Linear Contextual MDPs J Deng, Y Cheng, S Zou, Y Liang arXiv preprint arXiv:2402.02700, 2024		2024
Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes R Huang, Y Cheng, J Yang, V Tan, Y Liang arXiv preprint arXiv:2310.13550, 2023		2023
Online Min-max Problems with Non-convexity and Non-stationarity Y Huang, Y Cheng, Y Liang, L Huang Transactions on Machine Learning Research, 2023		2023

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