Andrea Wrona
assegnista di ricerca
stanza:
A215
Biography
Andrea Wrona achieved the three -year degree in IT and automatic engineering from the University of Rome Sapienza in 2018, continuing his academic path with the master's degree in Control Engineering in 2020 at the same institution. Subsequently, he obtained the P.hD. title in Automatic Control, Bioengineering and Operational Research in 2024, with a thesis focused on the data-driven control of terrestrial and satellite telecommunication systems.
So far, during his academic path, he has published 10 articles in international journals and conferences. These works have mainly dealt with dynamic optimization and reinforcement learning, declined in various application branches, including telecommunications networks and clinical decisions support systems.
Research interest
- Dynamic Optimization
- Reinforcement Learning
- Machine Learning
- Telecommunication Networks
Membro di
Ultime pubblicazioni
| Artificial intelligence‐based data path control in low Earth orbit satellites‐driven optical communications on INTERNATIONAL JOURNAL OF SATELLITE COMMUNICATIONS AND NETWORKING | 2024 |
| Deep Reinforcement Learning Control of Type-1 Diabetes with Cross-Patient Generalization on Proceedings of 2024 32nd Mediterranean Conference on Control and Automation (MED) | 2024 |
| An intelligent ground station selection algorithm in satellite optical communications via deep learning on 2023 31st Mediterranean Conference on Control and Automation (MED) | 2023 |
| Deep Neural Network Regression to Assist Non-Invasive Diagnosis of Portal Hypertension on HEALTHCARE | 2023 |
| Landslide Susceptibility Prediction from Satellite Data through an Intelligent System based on Deep Learning on Mediterranean Control Conference | 2023 |
| Precise Orbit Determination on LEO Satellite using Pseudorange and Pseudorange-Rate Measurements on Mediterranean Control Conference | 2023 |