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LAFP achieves up to 15% higher success rates in imitation learning by preserving the multimodal structure of latent actions, challenging the limitations of traditional behavior cloning.
IDP achieves high-frequency robot control by enforcing action manifold constraints without the computational burden of iterative sampling.