"reward model learning" Papers

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Conference

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DreamReward: Aligning Human Preference in Text-to-3D Generation

junliang ye, Fangfu Liu, Qixiu Li et al.

ECCV 2024

Improving Prototypical Visual Explanations with Reward Reweighing, Reselection, and Retraining

Aaron Li, Robin Netzorg, Zhihan Cheng et al.

ICML 2024arXiv:2307.03887
4
citations

Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study

Shusheng Xu, Wei Fu, Jiaxuan Gao et al.

ICML 2024arXiv:2404.10719
253
citations

Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in RLHF

Banghua Zhu, Michael Jordan, Jiantao Jiao

ICML 2024arXiv:2401.16335
48
citations

Nash Learning from Human Feedback

REMI MUNOS, Michal Valko, Daniele Calandriello et al.

ICML 2024spotlightarXiv:2312.00886
195
citations

PIPER: Primitive-Informed Preference-based Hierarchical Reinforcement Learning via Hindsight Relabeling

Utsav Singh, Wesley A. Suttle, Brian Sadler et al.

ICML 2024arXiv:2404.13423
5
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