SCARL: Sequence Confidence-Aligned Reinforcement Learning.

arXiv:2610.40407v1 Announce Type: cross Abstract: Reinforcement learning with verifiable rewards (RLVR) improves language-model reasoning by scoring sampled responses with a rule-based verifier and reinforcing those that pass. Where a classifier's training cou