Theo dõi
Long-Fei Li
Long-Fei Li
Email được xác minh tại lamda.nju.edu.cn - Trang chủ
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Knowledge consistency between neural networks and beyond
R Liang, T Li, LF Li, J Wang, Q Zhang
The Eighth International Conference on Learning Representations (ICLR), 2020
412020
Dynamic regret of online markov decision processes
P Zhao, LF Li, ZH Zhou
International Conference on Machine Learning, 26865-26894, 2022
212022
Dynamic regret of adversarial linear mixture MDPs
LF Li, P Zhao, ZH Zhou
Advances in Neural Information Processing Systems 36, 2024
62024
Improved algorithm for adversarial linear mixture MDPs with bandit feedback and unknown transition
LF Li, P Zhao, ZH Zhou
International Conference on Artificial Intelligence and Statistics, 3061-3069, 2024
42024
Tracking treatment effect heterogeneity in evolving environments
T Qin, LF Li, TZ Wang, ZH Zhou
Machine Learning 113 (6), 3653-3673, 2024
32024
Provably efficient reinforcement learning with multinomial logit function approximation
LF Li, YJ Zhang, P Zhao, ZH Zhou
arXiv preprint arXiv:2405.17061, 2024
22024
Dynamic regret of adversarial MDPs with unknown transition and linear function approximation
LF Li, P Zhao, ZH Zhou
Proceedings of the AAAI Conference on Artificial Intelligence 38 (12), 13572 …, 2024
22024
Provably Efficient RLHF Pipeline: A Unified View from Contextual Bandits
LF Li, YY Qian, P Zhao, ZH Zhou
arXiv preprint arXiv:2502.07193, 2025
2025
Near-Optimal Dynamic Regret for Adversarial Linear Mixture MDPs
LF Li, P Zhao, ZH Zhou
arXiv preprint arXiv:2411.03107, 2024
2024
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