R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wiseGroup Relative Policy Optimization

Step-wise Reinforcement for Multimodal Reasoning: A Critical Review of StepGRPO Conceptual framing and research aims At first glance the authors tackle a familiar bottleneck in multimodal reasoning—sparse, outcome-only feedback—and propose a reorient...