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Achieve 3x higher success in long-horizon robotic manipulation by explicitly separating high-level planning from low-level control, enabling memory-aware reasoning and adaptive replanning.
By explicitly filtering out visual clutter, HSC-VLA achieves a 52.4% performance boost in complex bimanual manipulation tasks compared to monolithic approaches.
