Questioning the Questions: Sustaining Self-Evolution in Reasoning Models Paper • 2610.04299 • Published 7 days ago • 68
Nonsense Helps: Prompt Space Perturbation Broadens Reasoning Exploration Paper • 2605.05566 • Published May 7 • 39
G-Zero: Self-Play for Open-Ended Generation from Zero Data Paper • 2605.09959 • Published May 11 • 18
Questioning the Questions: Sustaining Self-Evolution in Reasoning Models Paper • 2610.04299 • Published 7 days ago • 68
RRSI: Regularized Recursive Self-Improvement of Agent Harnesses Paper • 2609.24972 • Published 19 days ago • 224
Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling Paper • 2606.03102 • Published Jun 2 • 14
You Only Need Minimal RLVR Training: Extrapolating LLMs via Rank-1 Trajectories Paper • 2605.21468 • Published May 20 • 51
G-Zero: Self-Play for Open-Ended Generation from Zero Data Paper • 2605.09959 • Published May 11 • 18
LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling Paper • 2605.08083 • Published May 8 • 71
Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning Paper • 2609.03430 • Published Sep 3 • 188
Beyond Alignment: Value Diversity as a Collective Property in Multicultural Agent Systems Paper • 2606.05985 • Published Jun 4 • 10
Small RL Controller, Large Language Model: RL-Guided Adaptive Sampling for Test-Time Scaling Paper • 2606.03102 • Published Jun 2 • 14
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding Paper • 2202.04538 • Published Feb 9, 2022