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Daily Paper CastFlowRL: Matching Reward Distributions for LLM Reasoning
🤗 Upvotes: 68 | cs.LG, cs.AI, cs.CL
Authors:
Xuekai Zhu, Daixuan Cheng, Dinghuai Zhang, Hengli Li, Kaiyan Zhang, Che Jiang, Youbang Sun, Ermo Hua, Yuxin Zuo, Xingtai Lv, Qizheng Zhang, Lin Chen, Fanghao Shao, Bo Xue, Yunchong Song, Zhenjie Yang, Ganqu Cui, Ning Ding, Jianfeng Gao, Xiaodong Liu, Bowen Zhou, Hongyuan Mei, Zhouhan Lin
Title:
FlowRL: Matching Reward Distributions for LLM Reasoning
Arxiv:
http://arxiv.org/abs/2509.15207v1
Abstract:
We propose FlowRL: matching the full reward distribution via flow balancing instead of maximizing rewards in large language mod...
2025-09-2019 min
論文らじおLLMによる仮説生成：AIはひらめくか？📄 本日の論文 タイトル：Hypothesis Generation with Large Language Models 著者：Yangqiaoyu Zhou, Haokun Liu, Tejes Srivastava, Hongyuan Mei, Chenhao Tan 公開：2024年4月5日（v1）, 2024年12月18日改訂（v3）（arXiv:2404.04326） 分野：Artificial Intelligence 論文リンク：https://doi.org/10.48550/arXiv.2404.04326
2025-05-0806 min