Introduction of Accelerating Model Predictive Control For Legged Robots Through Distributed Optimization
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Imitation Learning from MPC for Quadrupedal Multi-Gait Control
Whole-Body MPC for a Dynamically Stable Mobile Manipulator
Trajectory Optimization for Legged Robots with Slipping Motions
Agile Maneuvers in Legged Robots: a Predictive Control Approach
Receding-Horizon Perceptive Trajectory Optimization with Learned Initialization
Robust Convex Model Predictive Control for Quadruped Locomotion Under Uncertainties
Gerardo Bledt (MIT): Generalizing and improving regularized predictive control for legged robots
Animal Motions on Legged Robots Using Nonlinear Model Predictive Control - IROS 2022 Presentation
Nonlinear MPC for Quadrupedal Locomotion Using Second-Order Sensitivity Analysis
Extracting Legged Locomotion Heuristics with Regularized Predictive Control - ICRA 2020
Animal Motions on Legged Robots Using Nonlinear Model Predictive Control - Supplementary
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Last Updated: August 19, 2026
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