Jiafan He

Identifiers

• name variant Jiafan He 0.60 · backfill

Papers (25)

1. Variance-Dependent Regret Lower Bounds for Contextual Bandits cs.LG · 2025 · author #1
2. Accelerated Preference Optimization for Large Language Model Alignment cs.LG · 2024 · author #1
3. Achieving Constant Regret in Linear Markov Decision Processes cs.LG · 2024 · author #3
4. Reinforcement Learning from Human Feedback with Active Queries cs.LG · 2024 · author #2
5. Nearly Minimax Optimal Regret for Learning Linear Mixture Stochastic Shortest Path cs.LG · 2024 · author #2
6. Towards Robust Model-Based Reinforcement Learning Against Adversarial Corruption stat.ML · 2024 · author #2
7. Emergency Localization for Mobile Ground Users: An Adaptive UAV Trajectory Planning Method cs.MA · 2024 · author #2
8. Pessimistic Nonlinear Least-Squares Value Iteration for Offline Reinforcement Learning cs.LG · 2023 · author #3
9. Horizon-free Reinforcement Learning in Adversarial Linear Mixture MDPs cs.LG · 2023 · author #3
10. Uniform-PAC Guarantees for Model-Based RL with Bounded Eluder Dimension cs.LG · 2023 · author #2
11. Cooperative Multi-Agent Reinforcement Learning: Asynchronous Communication and Linear Function Approximation cs.LG · 2023 · author #2
12. On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits cs.LG · 2023 · author #2
13. Variance-Dependent Regret Bounds for Linear Bandits and Reinforcement Learning: Adaptivity and Computational Efficiency cs.LG · 2023 · author #2
14. Nearly Minimax Optimal Reinforcement Learning for Linear Markov Decision Processes cs.LG · 2022 · author #1
15. A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits cs.LG · 2022 · author #1
16. Nearly Optimal Algorithms for Linear Contextual Bandits with Adversarial Corruptions cs.LG · 2022 · author #1
17. Optimal Online Generalized Linear Regression with Stochastic Noise and Its Application to Heteroscedastic Bandits cs.LG · 2022 · author #3
18. Learning Stochastic Shortest Path with Linear Function Approximation cs.LG · 2021 · author #2
19. Locally Differentially Private Reinforcement Learning for Linear Mixture Markov Decision Processes cs.LG · 2021 · author #2
20. Provably Efficient Representation Selection in Low-rank Markov Decision Processes: From Online to Offline RL cs.LG · 2021 · author #2
21. Uniform-PAC Bounds for Reinforcement Learning with Linear Function Approximation cs.LG · 2021 · author #1
22. Near-optimal Policy Optimization Algorithms for Learning Adversarial Linear Mixture MDPs cs.LG · 2021 · author #1
23. Logarithmic Regret for Reinforcement Learning with Linear Function Approximation cs.LG · 2020 · author #1
24. Nearly Minimax Optimal Reinforcement Learning for Discounted MDPs cs.LG · 2020 · author #1
25. Provably Efficient Reinforcement Learning for Discounted MDPs with Feature Mapping cs.LG · 2020 · author #2

Mentions

• 2503.12020 #1 · arxiv_oai · confidence 0.70 Jiafan He
• 2402.09401 #2 · arxiv_oai · confidence 0.70 Jiafan He
• 2404.10745 #3 · arxiv_oai · confidence 0.70 Jiafan He
• 2410.06293 #1 · arxiv_oai · confidence 0.70 Jiafan He
• 2310.01380 #3 · arxiv_oai · confidence 0.70 Jiafan He
• 2402.08991 #2 · arxiv_oai · confidence 0.70 Jiafan He
• 2402.08998 #2 · arxiv_oai · confidence 0.70 Jiafan He
• 2106.11935 #2 · arxiv_oai · confidence 0.70 Jiafan He
• 2401.07256 #2 · arxiv_oai · confidence 0.70 Jiafan He
• 2212.06132 #1 · arxiv_oai · confidence 0.70 Jiafan He
• 2305.06446 #2 · arxiv_oai · confidence 0.70 Jiafan He
• 2305.08359 #3 · arxiv_oai · confidence 0.70 Jiafan He
• 2305.08350 #2 · arxiv_oai · confidence 0.70 Jiafan He
• 2202.13603 #3 · arxiv_oai · confidence 0.70 Jiafan He
• 2303.09390 #2 · arxiv_oai · confidence 0.70 Jiafan He
• 2302.10371 #2 · arxiv_oai · confidence 0.70 Jiafan He
• 2205.06811 #1 · arxiv_oai · confidence 0.70 Jiafan He
• 2207.03106 #1 · arxiv_oai · confidence 0.70 Jiafan He
• 2110.12727 #2 · arxiv_oai · confidence 0.70 Jiafan He
• 2102.08940 #1 · arxiv_oai · confidence 0.70 Jiafan He
• 2010.00587 #1 · arxiv_oai · confidence 0.70 Jiafan He
• 2106.11612 #1 · arxiv_oai · confidence 0.70 Jiafan He
• 2110.10133 #2 · arxiv_oai · confidence 0.70 Jiafan He
• 2006.13165 #2 · arxiv_oai · confidence 0.70 Jiafan He
• 2011.11566 #1 · arxiv_oai · confidence 0.70 Jiafan He

Frequent Coauthors

• Quanquan Gu 24 shared papers
• Dongruo Zhou 11 shared papers
• Heyang Zhao 4 shared papers
• Weitong Zhang 4 shared papers
• Tianhao Wang 3 shared papers
• Tong Zhang 3 shared papers
• Yifei Min 3 shared papers
• Kaixuan Ji 2 shared papers
• Qiwei Di 2 shared papers
• Zhiyuan Fan 2 shared papers
• Amy Zhang 1 shared papers
• Chenlu Ye 1 shared papers
• Chonghua Liao 1 shared papers
• Huizhuo Yuan 1 shared papers
• Lianming Xu 1 shared papers
• Li Wang 1 shared papers
• Luyang Hou 1 shared papers
• Qingyue Zhao 1 shared papers
• Wendi Zhu 1 shared papers
• Yue Wu 1 shared papers