‪Jiayi Huang‬ - ‪Google Scholar‬

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Co-authors

Lin F. Yang (杨林)Assistant Professor, Department of Electrical and Computer Engineering @ UCLAVerified email at ee.ucla.edu
Han ZhongPeking UniversityVerified email at stu.pku.edu.cn
Liwei WangProfessor, Peking UniversityVerified email at cis.pku.edu.cn

Jiayi Huang

Jiayi Huang

Peking University

Verified email at stu.pku.edu.cn - Homepage

Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Tackling heavy-tailed rewards in reinforcement learning with function approximation: Minimax optimal and instance-dependent regret bounds J Huang, H Zhong, L Wang, L Yang Advances in Neural Information Processing Systems 36, 2024	6	2024
Breaking the moments condition barrier: No-regret algorithm for bandits with super heavy-tailed payoffs H Zhong, J Huang, L Yang, L Wang Advances in Neural Information Processing Systems 34, 15710-15720, 2021	5	2021
Horizon-Free and Instance-Dependent Regret Bounds for Reinforcement Learning with General Function Approximation J Huang, H Zhong, L Wang, L Yang International Conference on Artificial Intelligence and Statistics, 3673-3681, 2024	1	2024

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Articles 1–3