PastForward: Faster On-Device GUI Agents via Computational Experience Reuse.

arXiv:2609.32166v1 Announce Type: new Abstract: Running GUI agents on edge devices can keep sensitive screens and interaction histories local, but the computational cost of inference at every action step makes deployment challenging. Existing GUI agent systems