AIBullisharXiv – CS AI · 6h ago7/10
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Frequency-Aware Flow Matching for Continuous and Consistent Robotic Action Generation
Researchers propose Frequency-Aware Flow Matching (FAFM), a new method for robotic action generation that produces continuous, temporally consistent movements by transforming discrete action sequences into the frequency domain using discrete cosine transform. The approach demonstrates improved performance across multiple benchmarks and real-world robot deployment by handling heterogeneous control frequencies and reducing abrupt action changes.