Beyond Euclidean Clipping: Overcoming Exploration Collapse in LLM RL via Riemannian Isometric Policy Optimization Paper • 2607.10169 • Published Jul 11 • 14
Weak-to-Strong Generalization via Direct On-Policy Distillation Paper • 2607.05394 • Published Jul 8 • 142
ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration Paper • 2605.03042 • Published May 4 • 145
Revisiting On-Policy Distillation: Empirical Failure Modes and Simple Fixes Paper • 2603.25562 • Published Mar 26 • 19