115 citations · 186 across the 4 of their papers we have counts for
4 papers
Real-Time Motion Planning of Legged Robots: A Model Predictive Control Approach
Farbod Farshidian, Edo Jelavić, Asutosh Satapathy +2
We introduce a real-time, constrained, nonlinear Model Predictive Control for the motion planning of legged robots. The proposed approach uses a constrained optimal control algorit…
Automatic Differentiation of Rigid Body Dynamics for Optimal Control and Estimation
Markus Giftthaler, Michael Neunert, Markus Stäuble +3
Many algorithms for control, optimization and estimation in robotics depend on derivatives of the underlying system dynamics, e.g. to compute linearizations, sensitivities or gradi…
Fast Trajectory Optimization for Legged Robots using Vertex-based ZMP Constraints
Alexander W Winkler, Farbod Farshidian, Diego Pardo +2
This paper combines the fast Zero-Moment-Point (ZMP) approaches that work well in practice with the broader range of capabilities of a Trajectory Optimization formulation, by optim…
A Domain Specific Language for kinematic models and fast implementations of robot dynamics algorithms
Marco Frigerio, Jonas Buchli, Darwin G. Caldwell
Rigid body dynamics algorithms play a crucial role in several components of a robot controller and simulations. Real time constraints in high frequency control loops and time requi…