Alessia Fusco

Transformer-Based Prediction of Human Motions and Contact Forces for Physical Human-Robot Interaction

In this paper, we propose a transformer-based architecture for predicting contact forces during a physical human-robot interaction. Our Neural Network is composed of two main parts: a Multi-Layer Perceptron called Transducer and a Transformer. The former estimates, based on the kinematic data from a…