ICLR "reinforcement learning from human feedback" Papers

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Asynchronous RLHF: Faster and More Efficient Off-Policy RL for Language Models

Michael Noukhovitch, Shengyi Huang, Sophie Xhonneux et al.

ICLR 2025posterarXiv:2410.18252
39
citations

How to Evaluate Reward Models for RLHF

Evan Frick, Tianle Li, Connor Chen et al.

ICLR 2025posterarXiv:2410.14872
51
citations

Language Models Learn to Mislead Humans via RLHF

Jiaxin Wen, Ruiqi Zhong, Akbir Khan et al.

ICLR 2025posterarXiv:2409.12822
73
citations

More RLHF, More Trust? On The Impact of Preference Alignment On Trustworthiness

Aaron J. Li, Satyapriya Krishna, Hima Lakkaraju

ICLR 2025posterarXiv:2404.18870
10
citations

On a Connection Between Imitation Learning and RLHF

Teng Xiao, Yige Yuan, Mingxiao Li et al.

ICLR 2025posterarXiv:2503.05079
13
citations

RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style

Yantao Liu, Zijun Yao, Rui Min et al.

ICLR 2025posterarXiv:2410.16184
97
citations

SELF-EVOLVED REWARD LEARNING FOR LLMS

Chenghua Huang, Zhizhen Fan, Lu Wang et al.

ICLR 2025posterarXiv:2411.00418
18
citations

Uncertainty and Influence aware Reward Model Refinement for Reinforcement Learning from Human Feedback

Zexu Sun, Yiju Guo, Yankai Lin et al.

ICLR 2025poster
3
citations