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Action diversity is most valuable when a VLA model is likely to fail, leading to a 17.3% boost in success rates without unnecessary perturbations when success is probable.
Diffusion models can now plan effectively for long-horizon tasks by strategically generating subgoals that are then efficiently realized by rectified flow models.
