M. Lang

Computationally Efficient Rigid-Body Gaussian Process for Motion Dynamics

2017 · IEEE Robotics and Automation Letters

In this letter, we address the modeling and learning of complex nonlinear rigid-body motions employing Gaussian processes. As the common procedure of using Euler angles in the Gaussian process results in inaccurate predictions for large …