Pietro Ferraro

Assistant Professor, Imperial-X, Imperial College London

Joined

February 2024

Names

Pietro Ferraro (Preferred)

Emails

****@imperial.ac.uk (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Imperial-X , Imperial College London (imperial.ac.uk)

2023 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Reinforcement Learning

Present

Control Theory

Present

Publications

Learning Network Dismantling Without Handcrafted Inputs
Haozhe Tian, Pietro Ferraro, Robert Noel Shorten, Mahdi Jalili, Homayoun Hamedmoghadam
- Proceedings of the AAAI Conference on Artificial Intelligence
- Readers: Everyone
Inducing, Detecting and Characterising Neural Modules: A Pipeline for Functional Interpretability in Reinforcement Learning
Anna Soligo, Pietro Ferraro, David Boyle
- ICML 2025 poster
- Readers: Everyone
Hysteresis-based supervisory control with application to non-pharmaceutical containment of COVID-19
Michelangelo Bin, Emanuele Crisostomi, Pietro Ferraro, Roderick Murray-Smith, Thomas Parisini, Robert Noel Shorten, Sebastian Stein
- Annual reviews in control
- Readers: Everyone
Post-lockdown abatement of COVID-19 by fast periodic switching
Michelangelo Bin, Peter YK Cheung, Emanuele Crisostomi, Pietro Ferraro, Hugo Lhachemi, Roderick Murray-Smith, Connor Myant, Thomas Parisini, Robert Noel Shorten, Sebastian Stein, Lewi Stone
- PLoS Computational Biology
- Readers: Everyone
Reinforcement Learning with Adaptive Regularization for Safe Control of Critical Systems
Haozhe Tian, Homayoun Hamedmoghadam, Robert Noel Shorten, Pietro Ferraro
- NeurIPS 2024 poster
- Readers: Everyone

Co-Authors