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20232025
most citedREBEL: Reinforcement Learning via Regressing Relative Rewards

2 citations · 4 across the 7 of their papers we have counts for

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cs.LG2025

Accelerating RL for LLM Reasoning with Optimal Advantage Regression

Kianté Brantley, Mingyu Chen, Zhaolin Gao +4

Reinforcement learning (RL) has emerged as a powerful tool for fine-tuning large language models (LLMs) to improve complex reasoning abilities. However, state-of-the-art policy opt…