Decomposing the Entropy-Performance Exchange: The Missing Keys to Unlocking Effective Reinforcement Learning

4 August 2025

Papers citing "Decomposing the Entropy-Performance Exchange: The Missing Keys to Unlocking Effective Reinforcement Learning"

2 / 2 papers shown

Title
No Prompt Left Behind: Exploiting Zero-Variance Prompts in LLM Reinforcement Learning via Entropy-Guided Advantage Shaping Thanh-Long V. Le Myeongho Jeon Kim Trong Vu Viet Dac Lai Eunho Yang VLM LRM 0 0 0 26 Sep 2025
From Trial-and-Error to Improvement: A Systematic Analysis of LLM Exploration Mechanisms in RLVR Jia Deng Jie Chen Zhipeng Chen Daixuan Cheng Fei Bai Beichen Zhang Yinqian Min Y. Gao Wayne Xin Zhao Ji-Rong Wen LRM 28 3 0 11 Aug 2025