Residual Visual Credit Optimization: Conserved Evidence Routing for Multimodal Reinforcement Learning

Lin Qiu, Yao Liu, Diyi Hu +6

Reinforcement learning with verifiable rewards scales multimodal reasoning, but an outcome reward says how much a trajectory is worth, not how that value should be spread over the…