Ruggero Carli

Embedding the Physics in Black-box Inverse Dynamics Identification: a Comparison Between Gaussian Processes and Neural Networks

2023 · IFAC-PapersOnLine

In recent years, black-box estimators for robot inverse dynamics have drawn the attention of the robotics community. This paper compares two recent black-box approaches that try to improve generalization and data efficiency by embedding the …