Search Results for author: Egidio Falotico

Found 3 papers, 1 papers with code

Multi-modal perception for soft robotic interactions using generative models

no code implementations5 Apr 2024 Enrico Donato, Egidio Falotico, Thomas George Thuruthel

Such fusion is particularly useful for highly deformable bodies such as soft robots.

Continual Policy Distillation of Reinforcement Learning-based Controllers for Soft Robotic In-Hand Manipulation

1 code implementation5 Apr 2024 Lanpei Li, Enrico Donato, Vincenzo Lomonaco, Egidio Falotico

The framework leverages Policy Distillation (PD) to transfer knowledge from expert policies to a continually evolving student policy network.

Reinforcement Learning (RL)

The iCub multisensor datasets for robot and computer vision applications

no code implementations4 Mar 2020 Murat Kirtay, Ugo Albanese, Lorenzo Vannucci, Guido Schillaci, Cecilia Laschi, Egidio Falotico

This document presents novel datasets, constructed by employing the iCub robot equipped with an additional depth sensor and color camera.

Action Recognition General Classification +2

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