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Carlo Alessi is a Postdoctoral Researcher in Robotics and AI at the Istituto Italiano di Tecnologia (IIT) in Genoa. He is a member of the Humanoid Sensing and Perception group, led by Dr. Lorenzo Natale. His research interests are in learning-based robot perception and manipulation in unstructured environments, using imitation learning from real-world demonstrations and reinforcement learning in simulation. 

Carlo earned his Ph.D. in Biorobotics (2024) from the BioRobotics Institute, Scuola Superiore Sant’Anna, Pisa. His dissertation, Control of Soft Manipulators for Interaction Tasks Combining Continuum Mechanical Models and Deep Reinforcement Learning, advanced soft robotic manipulation in the real world, leveraging Cosserat rod models, control by reinforcement learning, and sim-to-real transfer. He was advised by Prof. Egidio Falotico and Prof. Alessandro Lucantonio. He was visiting Ph.D. student at the Bristol Robotics Laboratory, advised by Prof. Helmut Hauser. 

Before the doctorate, he received an M.Sc. in Computer Science (Artificial Intelligence) and a B.Sc. in Computer Science from the University of Pisa. He gained international experience as an Erasmus+ visiting student at the Technical University of Munich (2019), the University of Barcelona (2018), and the University of Bristol (2016–17). He also completed a Software Engineering internship at Nokia UK (2017).
Skills

Machine Learning

Robotics

All Publications
2025
Alessi C., Vasile F., Ceola F., Pasquale G., Boccardo N., Natale L.
HannesImitation: Grasping with the Hannes Prosthetic Hand via Imitation Learning
IEEE/RSJ International Conference on Intelligent Robots and Systems
Article in Press Conference
2025
Pagliarani N., Alessi C., Arleo L., Campinoti G., Maselli M., Falotico E., Cianchetti M.
SoftTex: Soft Robotic Arm With Learning-Based Textile Proprioception
IEEE Robotics and Automation Letters, vol. 10, (no. 4), pp. 3779-3786
Article Journal
2024
Falotico E., Donato E., Alessi C., Setti E., Nazeer M.S., Agabiti C., Caradonna D., Bianchi D., Pique F., Ansari Y.T., Killpack M.
Learning Controllers for Continuum Soft Manipulators: Impact of Modeling and Looming Challenges
Advanced Intelligent Systems
Article Journal
2024
Alessi C., Bianchi D., Stano G., Cianchetti M., Falotico E.
Pushing with Soft Robotic Arms via Deep Reinforcement Learning
Advanced Intelligent Systems, vol. 6, (no. 8)
2023
Alessi C., Falotico E., Lucantonio A.
Ablation Study of a Dynamic Model for a 3D-Printed Pneumatic Soft Robotic Arm
IEEE Access, vol. 11, pp. 37840-37853