Valentina Breschi

5 papers · 2020–2022 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (14) 🏆 Keyword Champion (4) 🚀 Conference Pioneer 🌈 Renaissance Researcher (5)

Venues

L4DC (5)

Top co-authors

Simone Formentin (4) Andrea Sassella (2) Alberto Bemporad (1) Laura Ferrarotti (1)

Research topics

Mathematics & Optimization (4) Robotics (4) Optimization (4) Systems (4) Computer Science (3) Machine Learning (3) Applications (3) Artificial Intelligence (2) Core AI (2) Learning Types (2) Optimization & Theory (2) Reinforcement Learning (1) Application Areas (1) Methods (1)

Keywords

data-driven control (4) policy optimization (1) distributed learning (1) nonlinear control (1) hyperparameter tuning (1) alternating direction method of multiplier (1) feedback control (1) control policy (1) cloud computing (1) switching system (1) noise handling (1) particle swarm optimization (1) dynamic mode decomposition (1) virtual reference feedback tuning (1) model reference control (1) controller parameter estimation (1) input saturation (1) anti-windup compensation (1) controller identification (1) closed-loop dynamics (1)

Papers

Noise Handling in Data-driven Predictive Control: A Strategy Based on Dynamic Mode Decomposition L4DC 2022 Data-driven design of switching reference governors for brake-by-wire applications L4DC 2021 The benefits of sharing: a cloud-aided performance-driven framework to learn optimal feedback policies L4DC 2021 Direct Data-Driven Control with Embedded Anti-Windup Compensation L4DC 2020 Virtual Reference Feedback Tuning with data-driven reference model selection L4DC 2020