High-Entropy Token Selection in Reinforcement Learning with Verifiable Rewards (RLVR) Improves Accuracy and Reduces Training Cost for LLMs
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奖励是假的，能让Qwen提升25%性能却是真的！
奖励是假的，能让Qwen提升25%性能却是真的
奖励是假的，能让Qwen提升25%性能却是真的！
Incorrect Answers Improve Math Reasoning? Reinforcement Learning with Verifiable Rewards (RLVR) Surprises with Qwen2.5-Math
Reinforcement learning with random rewards actually works with Qwen 2.5
DeepSeek-R1发布100天后：全面复盘推理大模型复现研究及未来！
「推理革命」爆发100天：DeepSeek-R1复现研究全揭秘！
「推理革命」爆发 100 天：DeepSeek-R1 复现研究全揭秘！
强化学习被高估！清华上交：RL不能提升推理能力，新知识得靠蒸馏
强化学习真的会激励 LLM 中超出基本模型的推理能力吗？
R1-Omni开源！全模态模型+RLVR，让各模态作用清晰可见
Scalable Reinforcement Learning with Verifiable Rewards: Generative Reward Modeling for Unstructured, Multi-Domain Tasks
Advancing Medical Reasoning with Reinforcement Learning from Verifiable Rewards (RLVR): Insights from MED-RLVR
阿里开源R1-Omni，DeepSeek同款RLVR首度结合全模态情感识别，网友：可解释性+多模态学习=下一代AI
R1-Omni开源！多模态模型+RLVR，让各模态作用清晰可见
R1-Omni开源！全模态模型+RLVR，让各模态作用清晰可见
阿里通义团队开源 R1-Omni：多模态模型 + RLVR，让各模态作用清晰可见
阿里开源R1-Omni，DeepSeek同款RLVR首度结合全模态情感识别，网友：可解释性+多模态学习=下一代AI
