Near-boundary Stochastic Rescue (NSR)

New method stabilizes LLM reasoning by rescuing near-boundary signals

Researchers have identified a key bottleneck in Reinforcement Learning from Verifiable Rewards (RLVR) that hinders LLM reasoning optimization. The study pinpoints rigid clipping decisions in standard hard-clipping metho…