Sine-wave inputs improve periodic gait generation in MLPs

Injecting sinusoidal signals into an MLP improves convergence on periodic robot gait generation, a small architectural trick with practical control implications

The method of inputting a sine wave signal into an MLP is used to improve convergence in periodic gait generation https:// arxiv.org/abs/2504.13619