"human preference learning" Papers

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Interpreting Language Reward Models via Contrastive Explanations

Junqi Jiang, Tom Bewley, Saumitra Mishra et al.

ICLR 2025arXiv:2411.16502
5
citations

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

Zexu Sun, Yiju Guo, Yankai Lin et al.

ICLR 2025
5
citations

Zeroth-Order Policy Gradient for Reinforcement Learning from Human Feedback without Reward Inference

Qining Zhang, Lei Ying

ICLR 2025arXiv:2409.17401
10
citations

Learning Multi-Dimensional Human Preference for Text-to-Image Generation

Sixian Zhang, Bohan Wang, Junqiang Wu et al.

CVPR 2024arXiv:2405.14705
84
citations

Reward Model Learning vs. Direct Policy Optimization: A Comparative Analysis of Learning from Human Preferences

Andi Nika, Debmalya Mandal, Parameswaran Kamalaruban et al.

ICML 2024arXiv:2403.01857
20
citations