フォロー
Chenlu Ye
Chenlu Ye
Computer Science, University of Illinois Urbana-Champaign
確認したメール アドレス: illinois.edu - ホームページ
タイトル
引用先
引用先
年
Iterative preference learning from human feedback: Bridging theory and practice for rlhf under kl-constraint
W Xiong, H Dong, C Ye, Z Wang, H Zhong, H Ji, N Jiang, T Zhang
Forty-first International Conference on Machine Learning, 2024
122*2024
Online iterative reinforcement learning from human feedback with general preference model
C Ye, W Xiong, Y Zhang, H Dong, N Jiang, T Zhang
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
30*2024
Corruption-robust algorithms with uncertainty weighting for nonlinear contextual bandits and markov decision processes
C Ye, W Xiong, Q Gu, T Zhang
International Conference on Machine Learning, 39834-39863, 2023
282023
Corruption-Robust Offline Reinforcement Learning with General Function Approximation
C Ye, R Yang, Q Gu, T Zhang
Neural Information Processing Systems, 2023
192023
Towards robust model-based reinforcement learning against adversarial corruption
C Ye, J He, Q Gu, T Zhang
arXiv preprint arXiv:2402.08991, 2024
52024
Optimal sample selection through uncertainty estimation and its application in deep learning
Y Lin, C Liu, C Ye, Q Lian, Y Yao, T Zhang
arXiv preprint arXiv:2309.02476, 2023
42023
Sharp Analysis for KL-Regularized Contextual Bandits and RLHF
H Zhao, C Ye, Q Gu, T Zhang
arXiv preprint arXiv:2411.04625, 2024
12024
Provably Efficient High-Dimensional Bandit Learning with Batched Feedbacks
J Fan, Z Wang, Z Yang, C Ye
arXiv preprint arXiv:2311.13180, 2023
12023
Catoni Contextual Bandits are Robust to Heavy-tailed Rewards
C Ye, Y Jin, A Agarwal, T Zhang
arXiv preprint arXiv:2502.02486, 2025
2025
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