Ines received bachelor's and master's degrees cum laude in Computer Engineering from the Universita' degli Studi di Fisciano, in 2015 and 2018, respectively. From March to September 2018, she worked as computer engineer at Comau, in Turin. From October 2018 to September 2021, she has been a research fellow at the Istituto Italiano di Tecnologia (IIT) with the Artificial and Mechanical Intelligence research line (Dynamic Interaction Control until 2021), working on several topics like planning and control of industrial robots, motor control of humanoid robot, robot dynamic model identification and sensors calibration. She contributed to two main projects, the EU project An.Dy and the joint lab with the Danieli Automation company. Since October 2021 she is enrolled as split-site Ph.D. studente with the University of Manchester, Manchester, U.K.
Research center
CRIS@SanQuirico
About
Top Publications
2020
Sorrentino I., Chavez F.J.A., Latella C., Fiorio L., Traversaro S., Rapetti L., Tirupachuri Y., Guedelha N., Maggiali M., Dussoni S., Metta G., Pucci D.
A novel sensorised insole for sensing feet pressure distributions
Sensors, vol. 20, (no. 3)
All Publications
2025
Sorrentino I.
Model-Based and Data-Driven Approaches for Sensorless Torque Control in Humanoid Robots
PhD Thesis
Book
2025
Sorrentino I., Romualdi G., Moretti L., Traversaro S., Pucci D.
Physics-Informed Neural Networks With Unscented Kalman Filter for Sensorless Joint Torque Estimation in Humanoid Robots
IEEE Robotics and Automation Letters, vol. 10, (no. 6), pp. 5705-5712
2024
Dafarra S., Pattacini U., Romualdi G., Rapetti L., Grieco R., Darvish K., Milani G., Valli E., Sorrentino I., Viceconte P.M., Scalzo A., Traversaro S., Sartore C., Elobaid M., Guedelha N., Herron C., Leonessa A., Draicchio F., Metta G., Maggiali M., Pucci D.
iCub3 avatar system: Enabling remote fully immersive embodiment of humanoid robots
Science Robotics, vol. 9, (no. 86)
2024
Romualdi G., Viceconte P. M., Moretti L., Sorrentino I., Dafarra S., Traversaro S., Pucci D.
Online DNN-driven Nonlinear MPC for Stylistic Humanoid Robot Walking with Step Adjustment
IEEE-RAS International Conference on Humanoid Robots
Conference Paper
Conference
2024
Sorrentino I., Romualdi G., Bergonti F., L'Erario G., Traversaro S., Pucci D.
Physics-Informed Learning for the Friction Modeling of High-Ratio Harmonic Drives
2024 IEEE-RAS International Conference on Humanoid Robots
Conference Paper
Conference
Colleagues of Artificial and Mechanical Intelligence
