One Sample to Rule Them All: Extreme Data Efficiency in RL Scaling Paper • 2601.03111 • Published 9 days ago • 8
One Sample to Rule Them All: Extreme Data Efficiency in RL Scaling Paper • 2601.03111 • Published 9 days ago • 8
FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in Large Language Models Paper • 2407.01046 • Published Jul 1, 2024
Let it Calm: Exploratory Annealed Decoding for Verifiable Reinforcement Learning Paper • 2510.05251 • Published Oct 6, 2025 • 7
OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling Paper • 2506.20512 • Published Jun 25, 2025 • 48
Diving into Self-Evolving Training for Multimodal Reasoning Paper • 2412.17451 • Published Dec 23, 2024 • 42