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Jiayi Huang

Affiliations:
  • Peking University, Center for Data Science, Beijing, China


According to our database1, Jiayi Huang authored at least 3 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Horizon-Free and Instance-Dependent Regret Bounds for Reinforcement Learning with General Function Approximation.
[BibTeX]
[DOI]
Jiayi Huang
,
Han Zhong
,
Liwei Wang
,
Lin Yang
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
Tackling Heavy-Tailed Rewards in Reinforcement Learning with Function Approximation: Minimax Optimal and Instance-Dependent Regret Bounds.
[BibTeX]
[DOI]
Jiayi Huang
,
Han Zhong
,
Liwei Wang
,
Lin Yang
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021
Breaking the Moments Condition Barrier: No-Regret Algorithm for Bandits with Super Heavy-Tailed Payoffs.
[BibTeX]
[DOI]
Han Zhong
,
Jiayi Huang
,
Lin Yang
,
Liwei Wang
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021


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