Antonio Pietrabissa

Pubblicazioni

Titolo Pubblicato in Anno
Measuring Connectivity in Linear Multivariate Processes With Penalized Regression Techniques IEEE ACCESS 2024
A Load Balancing Algorithm for Equalising Latency across Fog or Edge Computing Nodes IEEE TRANSACTIONS ON SERVICES COMPUTING 2023
CADUCEO: A Platform to Support Federated Healthcare Facilities through Artificial Intelligence HEALTHCARE 2023
Behavioural Cloning for Serious Games in Support of Pediatric Neurorehabilitation 2023 31st Mediterranean Conference on Control and Automation (MED) - Proceedings 2023
Deep Neural Network Regression to Assist Non-Invasive Diagnosis of Portal Hypertension HEALTHCARE 2023
Precise Orbit Determination on LEO Satellite using Pseudorange and Pseudorange-Rate Measurements Mediterranean Control Conference 2023
A Discrete-Time Multi-Hop Consensus Protocol for Decentralized Federated Learning IEEE ACCESS 2023
Load Demand Prediction for Electric Vehicles Smart Charging through Consensus-based Federated Learning 2023 31st Mediterranean Conference on Control and Automation (MED) Proceedings 2023
Distributed MARL with Limited Sensing for Robot Navigation Problems IFAC-PapersOnLine 2023
Hierarchical Federated Learning for Edge Intelligence through Average Consensus IFAC-PapersOnLine 2023
Stability of Non-Cooperative Load Balancing with Time-Varying Latency Proceedings of the IEEE Conference on Decision and Control 2023
Satellite Integration into 5G: Deep Reinforcement Learning for Network Selection MACHINE INTELLIGENCE RESEARCH 2022
Model Predictive Control for Collision-free Spacecraft Formation with Artificial Potential Functions 2022 30th Mediterranean Conference on Control and Automation (MED) 2022
5G-ALLSTAR: Beyond 5G Satellite-Terrestrial Multi-Connectivity 2022 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit) 2022
Stability and Wardrop Equilibria of Non-Cooperative Routing With Time-Varying Load IEEE TRANSACTIONS ON AUTOMATIC CONTROL 2022
Robust and fault-tolerant spacecraft attitude control based on an extended-observer design CONTROL THEORY AND TECHNOLOGY 2022
Optimal Energy Storage System Placement for Robust Stabilization of Power Systems Against Dynamic Load Altering Attacks 2022 30th Mediterranean Conference on Control and Automation, MED 2022 2022
Decentralized Federated Learning for Nonintrusive Load Monitoring in Smart Energy Communities 2022 30th Mediterranean Conference on Control and Automation, MED 2022 2022
Decentralised Federated Learning for Hospital Networks with application to COVID-19 Detection IEEE ACCESS 2022
A Weighted Average Consensus Approach for Decentralized Federated Learning MACHINE INTELLIGENCE RESEARCH 2022

ERC

  • PE7_1

KET

  • Advanced manufacturing & processing
  • Big data & computing
  • Life-science technologies & biotechnologies

Interessi di ricerca

Networked Systems
Time-delay systems
Non-cooperative control
Robust control
Markov Decision Processes
Reinforcement Learning
Deep Reinforcement Learning

 

Keywords

multi-path routing
Distributed algorithms
deep reinforcement learning
5G networks
time-delay systems

Gruppi di ricerca

© Università degli Studi di Roma "La Sapienza" - Piazzale Aldo Moro 5, 00185 Roma