Reproduce “VeriCUA: Verification as Agentic Exploration for Computer-Using Agents” on OpenResearch
Turn your favorite coding agents into research agents that review literature, develop hypotheses, and run experiments.
Universal app for Apple silicon and Intel. Requires macOS 11 or later.
About this paper
Qiushi Sun, Da Yu, Alexander Knop, Amer Sinha, Lingpeng Kong, Ben Kao, Ravi Kumar, Pritish Kamath
VeriCUA verifies GUI-agent task outcomes by gathering evidence from live environments or recorded trajectories. It first inspects available context, creates checkable requirements, then investigates relevant sources and applies explicit rules to combine findings. On AndroidWorld, it reaches 90.5% accuracy versus 82.4% for generated verification, but abstains on some episodes; results cover evaluated settings, not universal reliability.
Summary by alphaXiv.
Tip: change arxiv.org to autoarxiv.org in any arXiv abstract link to open the paper here.