“…In addition to the fast convergence and low computation cost, such attractors provide a robust and efficient approximation of inverse dynamics (Sira-Ramirez and Colina-Morales, 1993; Zak and Sira-Ramirez, 1990), to compensate for unknown nonlinear robot dynamics (Garcia-Rodriguez and Parra-Vega, 2009, 2011). Although quite simple linear models and control schemes have been proposed for AbA actuators, (Oh et al, 2009; Sano et al, 2012), we address, on one hand, uncertainty compensation with smooth control action, and on the other hand, the mechanical efficiency of payload to weight ratio of AbA. In this manuscript, we focus on the first issue, but we provide evidence of energy efficiency in a comparison study.…”