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Adding three in-hand degrees of freedom to a traditional gripper dramatically enhances dexterity and task feasibility in robotic manipulation.
By explicitly modeling mid-to-high frequency patterns often ignored by existing methods, FreqCycle unlocks state-of-the-art time series forecasting accuracy while maintaining faster inference.