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Mem-W: Latent Memory-Native GUI Agents

cs.CL · 2026-05-10 · unverdicted · novelty 7.0

Mem-W embeds historical trajectories and working memory as compact latent tokens into GUI agents' continuous context via a trajectory-to-latent compressor, yielding up to +30 point gains on navigation benchmarks.

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  • Mem-W: Latent Memory-Native GUI Agents cs.CL · 2026-05-10 · unverdicted · none · ref 12

    Mem-W embeds historical trajectories and working memory as compact latent tokens into GUI agents' continuous context via a trajectory-to-latent compressor, yielding up to +30 point gains on navigation benchmarks.