Abstract: Systems with a high number of inputs compared to the degrees of freedom (e.g., a mobile robot with Mecanum wheels) often have a minimal set of energy-efficient inputs needed to achieve a ...
Abstract: We present a novel approach to control design for nonlinear systems which leverages model-free policy optimization techniques to learn a linearizing controller for a physical plant with ...
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