Visual sensitivity is not claim retractability: persistence-aware credit assignment for multimodal reinforcement learning.

arXiv:2609.36572v3 Announce Type: replace Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) has been extended to Large Vision-Language Models (LVLMs), and perception-aware methods further encourage policies to rely on visual evidence. Yet relying