"reward model evaluation" Papers

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Agent-Oriented Planning in Multi-Agent Systems

Ao LI, Yuexiang Xie, Songze Li et al.

ICLR 2025arXiv:2410.02189
24
citations

How to Evaluate Reward Models for RLHF

Evan Frick, Tianle Li, Connor Chen et al.

ICLR 2025arXiv:2410.14872
58
citations

RMB: Comprehensively benchmarking reward models in LLM alignment

Enyu Zhou, Guodong Zheng, Binghai Wang et al.

ICLR 2025arXiv:2410.09893
47
citations

Web-Shepherd: Advancing PRMs for Reinforcing Web Agents

Hyungjoo Chae, Seonghwan Kim, Junhee Cho et al.

NEURIPS 2025spotlightarXiv:2505.15277
8
citations