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SSI-Policy achieves a nearly 15% improvement in robotic manipulation performance with just 10 demonstrations, challenging the need for extensive training data.
Minimizing interpolation during data generation can significantly boost the effectiveness of imitation learning, yielding higher success rates in complex manipulation tasks.
