AgentSWE: Can Coding Agents Build the Agent You Actually Want? Paper • 2610.13361 • Published 11 days ago • 234
The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation Paper • 2609.36484 • Published 21 days ago • 548
False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents Paper • 2609.39102 • Published 20 days ago • 643
LoGRA: Scaling LLM Reinforcement Learning with Low-Rank Gradient Sketches Paper • 2610.06647 • Published 15 days ago • 153