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Preprint Oct 2026

PLaCA: Learning Patch-Level Future Latent Change for Action Generation

Vision-Language-Action (VLA) models generate robot actions from visual observations and language instructions, but effective manipulation also requires anticipating how the environment will change. Existing world-action models explore future image prediction and latent dynamics modeling. However, generating complete fu...

Zhang Yi, Yu-Chen Wang, Chao Li et al. · 1 citation

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