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UniMem achieves a remarkable 93.4% accuracy on long-horizon tasks by unifying multimodal memory and control, outperforming conventional methods that rely on fixed-interval sampling.
Primitive steerability in VLAs allows for autonomous skill acquisition, enabling robots to learn new tasks without human demonstrations.