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The COE Acrobat robot is considered as a model of a gymnast with a horizontal bar. Our final objective is to perform skillful motions with the system same as a gymnast. In this paper, we consider the landing control after actions on the horizontal bar using a linear complementarity problem. We also consider a parameter estimation using the relationship between Lagrange multiplier and sensitivity of the constrained system.