VideoResearchAgent: Grounded Task Synthesis and Sim-to-Real RL for Open-Web Video Research.

arXiv:2610.04911v1 Announce Type: new Abstract: Existing deep research agents are designed primarily for text- and image-based web sources, while video reasoning systems typically assume that relevant videos are provided in advance. We study open-web video res