Andrea Iannelli

1. Stochastic MPC with robustness to bounded parametric uncertainty
   2022/05/20 by Elena Arcari, Andrea Iannelli, Arcari, Elena +5 · 5 citations
   Engineering · Biochemistry, Genetics and Molecular Biology · #Advanced Control Systems Optimization #Gene Regulatory Network Analysis
2. Derivative-Free Data-Driven Control of Continuous-Time Linear Time-Invariant Systems
   2024/10/31 by Alessandro Bosso, Marco Borghesi, Bosso, Alessandro +7 · 5 citations
   Engineering · #Control Systems and Identification #Advanced Control Systems Optimization #Fault Detection and Control Systems
3. The Role of Identification in Data-driven Policy Iteration: A System Theoretic Study
   2024/01/12 by Bowen Song, Song, Bowen, Andrea Iannelli +1 · 2 citations
   Engineering · #FOS: Electrical engineering #Fault Detection and Control Systems #Hydraulic and Pneumatic Systems #Nuclear reactor physics and engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
4. A hybrid systems framework for data-based adaptive control of linear time-varying systems
   2024/05/23 by Andrea Iannelli, Iannelli, Andrea, Romain Postoyan +1 · 1 citation
   Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Electrical engineering #Fault Detection and Control Systems #Systems and Control (eess.SY) #electronic engineering #information engineering
5. Sample Complexity Bounds for Linear System Identification from a Finite Set
   2024/09/17 by Nicolas Chatzikiriakos, Andrea Iannelli, Chatzikiriakos, Nicolas +1 · 2 citations
   Engineering · #Control Systems and Identification #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Systems and Control (eess.SY) #electronic engineering #information engineering
6. Online Convex Optimization and Integral Quadratic Constraints: An automated approach to regret analysis
   2025/03/30 by Fabian Jakob, Andrea Iannelli, Jakob, Fabian +1 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering