Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Paper • 2506.01939 • Published 12 days ago • 150
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models Paper • 2505.24864 • Published 14 days ago • 121
Sherlock: Self-Correcting Reasoning in Vision-Language Models Paper • 2505.22651 • Published 16 days ago • 50
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models Paper • 2505.22617 • Published 17 days ago • 120
The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning Paper • 2505.15134 • Published 24 days ago • 6
SEED-GRPO: Semantic Entropy Enhanced GRPO for Uncertainty-Aware Policy Optimization Paper • 2505.12346 • Published 27 days ago • 19 • 12
SEED-GRPO: Semantic Entropy Enhanced GRPO for Uncertainty-Aware Policy Optimization Paper • 2505.12346 • Published 27 days ago • 19