Felice Andrea Pellegrino

Felice Andrea Pellegrino

Università degli Studi di Trieste

H-index: 17

Europe-Italy

About Felice Andrea Pellegrino

Felice Andrea Pellegrino, With an exceptional h-index of 17 and a recent h-index of 14 (since 2020), a distinguished researcher at Università degli Studi di Trieste, specializes in the field of control systems, robotics, computer vision, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Explainable Automated Anomaly Recognition in Failure Analysis: is Deep Learning Doing it Correctly?

Model predictive control for temperature regulation of professional ovens

Model-free feedback control synthesis from expert demonstration

An artificial intelligence system for automatic recognition of punches in fourteenth-century panel painting

Data-driven dynamic relatively optimal control

Model-free cable robot control

Singularity avoidance for cart-mounted hand-guided collaborative robots: A variational approach

Closed-loop control from data-driven open-loop optimal control trajectories

Felice Andrea Pellegrino Information

University

Position

Associate Professor

Citations(all)

1055

Citations(since 2020)

591

Cited By

619

hIndex(all)

17

hIndex(since 2020)

14

i10Index(all)

30

i10Index(since 2020)

20

Email

University Profile Page

Università degli Studi di Trieste

Google Scholar

View Google Scholar Profile

Felice Andrea Pellegrino Skills & Research Interests

control systems

robotics

computer vision

machine learning

Top articles of Felice Andrea Pellegrino

Title

Journal

Author(s)

Publication Date

Explainable Automated Anomaly Recognition in Failure Analysis: is Deep Learning Doing it Correctly?

Leonardo Arrighi

Sylvio Barbon Junior

Felice Andrea Pellegrino

Michele Simonato

Marco Zullich

2023/7/26

Model predictive control for temperature regulation of professional ovens

Juan Marcelo Castellino

Francesco Forte

Gianfranco Fenu

Felice Andrea Pellegrino

2023/7/3

Model-free feedback control synthesis from expert demonstration

IEEE Control Systems Letters

Franco Blanchini

Fabrizio Dabbene

Gianfranco Fenu

Felice Andrea Pellegrino

Erica Salvato

2023/3/2

An artificial intelligence system for automatic recognition of punches in fourteenth-century panel painting

IEEE Access

Marco Zullich

Vanja Macovaz

Giovanni Pinna

Felice Andrea Pellegrino

2023/1/13

Data-driven dynamic relatively optimal control

European Journal of Control

Felice A Pellegrino

Franco Blanchini

Gianfranco Fenu

Erica Salvato

2023/11/1

Model-free cable robot control

IFAC-PapersOnLine

Franco Blanchini

Luca Della Schiava

Gianfranco Fenu

Giulia Giordano

Felice Andrea Pellegrino

...

2023/1/1

Singularity avoidance for cart-mounted hand-guided collaborative robots: A variational approach

Robotics

Erica Salvato

Walter Vanzella

Gianfranco Fenu

Felice Andrea Pellegrino

2022/8/6

Closed-loop control from data-driven open-loop optimal control trajectories

Felice Andrea Pellegrino

Franco Blanchini

Gianfranco Fenu

Erica Salvato

2022/7/12

YOLO-based face mask detection on low-end devices using pruning and quantization

Benedetta Liberatori

Ciro Antonio Mami

Giovanni Santacatterina

Marco Zullich

Felice Andrea Pellegrino

2022/5/23

Merging pruning and neuroevolution: towards robust and efficient controllers for modular soft robots

The Knowledge Engineering Review

Giorgia Nadizar

Eric Medvet

Hola Huse Ramstad

Stefano Nichele

Felice Andrea Pellegrino

...

2022

Learning-based automatic classification of lichens from images

biosystems engineering

Alberto Presta

Felice Andrea Pellegrino

Stefano Martellos

2022/1/1

Speeding-up pruning for artificial neural networks: introducing accelerated iterative magnitude pruning

Marco Zullich

Eric Medvet

Felice Andrea Pellegrino

Alessio Ansuini

2021/1/10

Crossing the reality gap: A survey on sim-to-real transferability of robot controllers in reinforcement learning

Erica Salvato

Gianfranco Fenu

Eric Medvet

Felice Andrea Pellegrino

2021/11/8

APPARATO E PROCEDIMENTO PER LA PROGRAMMAZIONE DI ROBOT PER MEZZO DI DIMOSTRAZIONE

Felice Andrea Pellegrino

Vanzella Walter

2021

Machine learning for computationally efficient electrical loads estimation in consumer washing machines

Neural Computing and Applications

Vittorio Casagrande

Gianfranco Fenu

Felice Andrea Pellegrino

Gilberto Pin

Erica Salvato

...

2021/11

Characterization of modeling errors affecting performances of a robotics deep reinforcement learning controller in a sim-to-real transfer

Erica Salvato

Gianfranco Fenu

Eric Medvet

Felice Andrea Pellegrino

2021/9/27

On the effects of pruning on evolved neural controllers for soft robots

Giorgia Nadizar

Eric Medvet

Felice Andrea Pellegrino

Marco Zullich

Stefano Nichele

2021/7/7

An Online Iterative Linear Quadratic Approach for a Satisfactory Working Point Attainment at FERMI

Information

Niky Bruchon

Gianfranco Fenu

Giulio Gaio

Simon Hirlander

Marco Lonza

...

2021/6/26

Basic reinforcement learning techniques to control the intensity of a seeded free-electron laser

Electronics

Niky Bruchon

Gianfranco Fenu

Giulio Gaio

Marco Lonza

Finn Henry O’Shea

...

2020/5/9

Investigating similarity metrics for convolutional neural networks in the case of unstructured pruning

Alessio Ansuini

Eric Medvet

Felice Andrea Pellegrino

Marco Zullich

2020/2/22

See List of Professors in Felice Andrea Pellegrino University(Università degli Studi di Trieste)

Co-Authors

H-index: 52
Patrizio Colaneri

Patrizio Colaneri

Politecnico di Milano

H-index: 48
Thomas Parisini

Thomas Parisini

Imperial College London

H-index: 45
Franco Blanchini

Franco Blanchini

Università degli Studi di Udine

H-index: 27
Eric Medvet

Eric Medvet

Università degli Studi di Trieste

H-index: 22
Stefano Miani

Stefano Miani

Università degli Studi di Udine

H-index: 22
Giulia Giordano

Giulia Giordano

Università degli Studi di Trento

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