Pubblicazioni
2024
Maracani A.
Knowledge Transferability for Data-Efficient Deep Learning
2024
Ceola F., Rosasco L., Natale L.
RESPRECT: Speeding-Up Multi-Fingered Grasping With Residual Reinforcement Learning
IEEE Robotics and Automation Letters
2024
Ceola F.
Robotic Perception and Manipulation: Leveraging Deep Learning Methods for Efficient Instance Segmentation and Multi-fingered Grasping
2024
Gabriele M.C., Maracani A., Alfano P.D., Piga N.A., Rosasco L., Natale L.
Sim2Real Bilevel Adaptation for Object Surface Classification using Vision-Based Tactile Sensors
IEEE-RAS International Conference on Robotics and Automation
2023
Piga N.A., Natale L.
Adaptive Tactile Force Control in a Parallel Gripper with Low Positioning Resolution
IEEE Robotics and Automation Letters
2023
Ceola F., Maiettini E., Rosasco L., Natale L.
A Grasp Pose is All You Need: Learning Multi-Fingered Grasping with Deep Reinforcement Learning from Vision and Touch
IEEE International Conference on Intelligent Robots and Systems, pp. 2985-2992
2023
Caddeo G.M., Piga N.A., Bottarel F., Natale L.
Collision-aware In-hand 6D Object Pose Estimation using Multiple Vision-based Tactile Sensors
Proceedings - IEEE International Conference on Robotics and Automation, vol. 2023-May, pp. 719-725
2023
Bottarel F., Altobelli A., Pattacini U., Natale L.
GRASPA-fying the Panda: Easily Deployable, Fully Reproducible Benchmarking of Grasp Planning Algorithms
IEEE Robotics and Automation Magazine
2023
Li Z., Piga N.A., Di Pietro F., Iacono M., Glover A., Natale L., Bartolozzi C.
Hybrid Object Tracking with Events and Frames
IEEE International Conference on Intelligent Robots and Systems, pp. 9057-9064
2023
Maracani A., Pastore V.P., Natale L., Rosasco L., Odone F.
In-domain versus out-of-domain transfer learning in plankton image classification
Scientific Reports, vol. 13, (no. 1)