This letter presents a new predictive control architecture for high-dimensional robotic systems. As opposed to conventional Model Predictive Control (MPC) approach locomotion that formulates hierarchical sequence of optimization problems, the proposed work single problem posed over hierarchy models, and is thus named Hierarchy (MHPC). MHPC formulated as multi-phase receding-horizon Trajectory O...