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News/ECHOES: Seeing Beyond the Current Image via Recursive History Compression and Privileged On-Policy Distillation
arxiv
PublishedOctober 19, 2026 at 4:00 AM

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

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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 information, undermining long-horizon reli

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