Bilevel Optimization for Real-Time Control with Application to Locomotion Gait Generation

Zachary Olkin, Aaron D. Ames

Model Predictive Control (MPC) is a common tool for the control of nonlinear, real-world systems, such as legged robots. However, solving MPC quickly enough to enable its use in re…