ProMMSearchAgent: A Generalizable Multimodal Search Agent Trained with Process-Oriented Rewards

Wentao Yan, Shengqin Wang, Huichi Zhou +4

Training multimodal agents via reinforcement learning for knowledge-intensive visual reasoning is fundamentally hindered by the extreme sparsity of outcome-based supervision and th…