qingyang zhang

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upvoted a paper 2 months ago

P1: Mastering Physics Olympiads with Reinforcement Learning

Paper • 2511.13612 • Published Nov 17, 2025 • 134

upvoted a paper 6 months ago

Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24, 2025 • 316

upvoted 7 papers 8 months ago

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Paper • 2506.01939 • Published Jun 2, 2025 • 188

ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30, 2025 • 143

Sherlock: Self-Correcting Reasoning in Vision-Language Models

Paper • 2505.22651 • Published May 28, 2025 • 48

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

Paper • 2505.22617 • Published May 28, 2025 • 131

The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning

Paper • 2505.15134 • Published May 21, 2025 • 7

Learning to Reason without External Rewards

Paper • 2505.19590 • Published May 26, 2025 • 29

SEED-GRPO: Semantic Entropy Enhanced GRPO for Uncertainty-Aware Policy Optimization

Paper • 2505.12346 • Published May 18, 2025 • 19

upvoted an article 9 months ago

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Article

Train Reasoning Models without External Supervision

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May 18, 2025

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1

upvoted a paper 9 months ago

Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning Incentivization

Paper • 2504.05812 • Published Apr 8, 2025 • 3

upvoted a collection 9 months ago

EMPO

Collection

11 items • Updated Oct 24, 2025 • 2