LiveBrowseComp: Are Search Agents Searching, or Just Verifying What They Already Know? Paper • 2605.28721 • Published May 27 • 18
From Generic Correlation to Input-Specific Credit in On-Policy Self Distillation Paper • 2605.11613 • Published May 12 • 3
Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information Paper • 2605.11609 • Published May 12 • 196
Safety Instincts: LLMs Learn to Trust Their Internal Compass for Self-Defense Paper • 2510.01088 • Published Oct 1, 2025 • 1
Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning Paper • 2603.04597 • Published Mar 4 • 211
Endless Terminals: Scaling RL Environments for Terminal Agents Paper • 2601.16443 • Published Jan 23 • 19
VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training Paper • 2602.10693 • Published Feb 11 • 221