ReGRPO: Reflection-Augmented Policy Optimization for Tool-Using Agents

Binjie Zhang, Mike Zheng Shou

Tool-augmented vision-language models (VLMs) can solve multimodal, multi-step tasks by calling external tools, yet they remain fragile in practice. Existing works have two common g…