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ECHOES: Seeing Beyond the Current Image via Recursive History Compression and Privileged On-Policy Distillation
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 reliability. We propose ECHOES, which leverages trai
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