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Decomposing robotic manipulation into coarse and fine-grained actions isn't just conceptually cleaner鈥攊t actually unlocks a sweet spot where learning difficulty is balanced, boosting performance.
Flow-based VLAs can react to environmental changes ten times faster by adaptively prioritizing near-term actions during sampling, unlocking unprecedented real-time responsiveness.