Li, Long-Fei

8 publications

NeurIPS 2025 Provably Efficient Online RLHF with One-Pass Reward Modeling Long-Fei Li, Yu-Yang Qian, Peng Zhao, Zhi-Hua Zhou

AAAI 2024 Dynamic Regret of Adversarial MDPs with Unknown Transition and Linear Function Approximation Long-Fei Li, Peng Zhao, Zhi-Hua Zhou

AISTATS 2024 Improved Algorithm for Adversarial Linear Mixture MDPs with Bandit Feedback and Unknown Transition Long-Fei Li, Peng Zhao, Zhi-Hua Zhou

NeurIPS 2024 Near-Optimal Dynamic Regret for Adversarial Linear Mixture MDPs Long-Fei Li, Peng Zhao, Zhi-Hua Zhou

NeurIPS 2024 Provably Efficient Reinforcement Learning with Multinomial Logit Function Approximation Long-Fei Li, Yu-Jie Zhang, Peng Zhao, Zhi-Hua Zhou

MLJ 2024 Tracking Treatment Effect Heterogeneity in Evolving Environments Tian Qin, Long-Fei Li, Tian-Zuo Wang, Zhi-Hua Zhou

NeurIPS 2023 Dynamic Regret of Adversarial Linear Mixture MDPs Long-Fei Li, Peng Zhao, Zhi-Hua Zhou

ICML 2022 Dynamic Regret of Online Markov Decision Processes Peng Zhao, Long-Fei Li, Zhi-Hua Zhou