"value networks" Papers

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VinePPO: Refining Credit Assignment in RL Training of LLMs

Amirhossein Kazemnejad, Milad Aghajohari, Eva Portelance et al.

ICML 2025arXiv:2410.01679
56
citations

LLM-Empowered State Representation for Reinforcement Learning

Boyuan Wang, Yun Qu, Yuhang Jiang et al.

ICML 2024arXiv:2407.13237
24
citations