ECHOES: Seeing Beyond the Current Image via Recursive History Compression and Privileged On-Policy Distillation.

arXiv:2610.22408v1 Announce Type: new Abstract: Long-horizon GUI agents rely on visual history to maintain task states, but retaining historical screenshots increases visual-token usage and inference costs, while textual summaries can discard critical state in