From Visual Affinity to Learning Credit in Multimodal Reinforcement Learning.

arXiv:2610.32324v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) improves multimodal reasoning, but uniformly assigning a single response-level advantage to all tokens overlooks the distinct roles of visual observations and