Jose Ramon Medina

Impedance-based Gaussian Processes for predicting human behavior during physical interaction

For seamless physical human-robot interaction (pHRI), estimating human intention is essential. Most system identification approaches to pHRI model the human as a black box without prior assumptions about the underlying behavioral structure. However, integrating a priori knowledge about behavioral ch