Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning
Paper
• 2504.08672 • Published
• 55
RL_Papers in general
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A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis
Paper • 2504.12322 • Published • 28 -
Learning to Reason under Off-Policy Guidance
Paper • 2504.14945 • Published • 88 -
TTRL: Test-Time Reinforcement Learning
Paper • 2504.16084 • Published • 120 -
Absolute Zero: Reinforced Self-play Reasoning with Zero Data
Paper • 2505.03335 • Published • 189 -
Reasoning Models Better Express Their Confidence
Paper • 2505.14489 • Published • 20 -
VeriThinker: Learning to Verify Makes Reasoning Model Efficient
Paper • 2505.17941 • Published • 25 -
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
Paper • 2505.24864 • Published • 143 -
Reinforcement Pre-Training
Paper • 2506.08007 • Published • 263 -
GRPO-CARE: Consistency-Aware Reinforcement Learning for Multimodal Reasoning
Paper • 2506.16141 • Published • 27