VC-OPD: Visual Counterfactual On-Policy Distillation for Grounded Vision-Language Reasoning.

arXiv:2610.14939v1 Announce Type: new Abstract: GRPO-style reinforcement learning has advanced vision-language reasoning, but its sequence-level rewards provide limited credit assignment for individual reasoning tokens. On-policy distillation (OPD) addresses t