Architectural Deep-Dive: Reinforcement Learning with Visually Attributable On-Policy Self-Distillation

Eliminating Privileged-Correction Contamination in Multimodal RLVR with Visual-Attribution Gating Reinforcement learning with verifiable rewards (RLVR) and Group Relative Policy Optimization (GRPO) have established themselves as standard approaches for post-training advanced reasoning models.