Laura Ferrarotti

2 papers · 2021–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (11)

Venues

AAAI (1) L4DC (1)

Top co-authors

Giovanni Iacca (1) Alberto Bemporad (1) Bruno Lepri (1) Valentina Breschi (1) Mátyás Vincze (1) Leonardo Lucio Custode (1)

Research topics

Artificial Intelligence (2) Reinforcement Learning (2) Core AI (2) Methods (2) Machine Learning (1) Mathematics & Optimization (1) Robotics (1) Learning Types (1) Optimization (1) Optimization & Theory (1) Systems (1)

Keywords

reinforcement learning (1) policy optimization (1) distributed learning (1) continuous control (1) alternating direction method of multiplier (1) decision tree (1) mixture of expert (1) sparse activation (1) feedback control (1) control policy (1) cloud computing (1) optimal feedback policy (1) interpretable policy (1) multi-agent system (1) decision tree distillation (1)

Papers

SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks AAAI 2025 The benefits of sharing: a cloud-aided performance-driven framework to learn optimal feedback policies L4DC 2021