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ORCIDLeonardo F. Toso
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2020 – today
- 2024
[c5]Leonardo F. Toso, Han Wang, James Anderson:
Oracle Complexity Reduction for Model-Free LQR: A Stochastic Variance-Reduced Policy Gradient Approach. ACC 2024: 4032-4037- [c4]Thomas T. C. K. Zhang, Leonardo Felipe Toso, James Anderson, Nikolai Matni:
Sample-Efficient Linear Representation Learning from Non-IID Non-Isotropic Data. ICLR 2024 - [c3]Leonardo Felipe Toso, Donglin Zhan, James Anderson, Han Wang:
Meta-learning linear quadratic regulators: A policy gradient MAML approach for model-free LQR. L4DC 2024: 902-915 - [i7]Leonardo F. Toso, Donglin Zhan, James Anderson
, Han Wang:
Meta-Learning Linear Quadratic Regulators: A Policy Gradient MAML Approach for the Model-free LQR. CoRR abs/2401.14534 (2024) - [i6]Bruce D. Lee, Leonardo F. Toso, Thomas T. C. K. Zhang, James Anderson, Nikolai Matni:
Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Control. CoRR abs/2407.05781 (2024) - 2023
- [c2]Leonardo F. Toso, Han Wang, James Anderson:
Learning Personalized Models with Clustered System Identification. CDC 2023: 7162-7169 - [c1]Han Wang, Leonardo Felipe Toso, James Anderson:
FedSysID: A Federated Approach to Sample-Efficient System Identification. L4DC 2023: 1308-1320 - [i5]Leonardo Felipe Toso, Han Wang, James Anderson:
Learning Personalized Models with Clustered System Identification. CoRR abs/2304.01395 (2023) - [i4]Thomas T. C. K. Zhang, Leonardo Felipe Toso, James Anderson, Nikolai Matni:
Meta-Learning Operators to Optimality from Multi-Task Non-IID Data. CoRR abs/2308.04428 (2023) - [i3]Leonardo Felipe Toso, Han Wang, James Anderson:
Oracle Complexity Reduction for Model-free LQR: A Stochastic Variance-Reduced Policy Gradient Approach. CoRR abs/2309.10679 (2023) - 2022
- [j1]Leonardo F. Toso, Ross Drummond, Stephen R. Duncan:
Regional Stability Analysis of Transitional Fluid Flows. IEEE Control. Syst. Lett. 6: 2287-2292 (2022) - [i2]Han Wang, Leonardo Felipe Toso, James Anderson:
FedSysID: A Federated Approach to Sample-Efficient System Identification. CoRR abs/2211.14393 (2022) - 2021
- [i1]Leonardo F. Toso, Ross Drummond, Stephen R. Duncan:
Regional Stability Analysis of Transitional Fluid Flows. CoRR abs/2110.08341 (2021)
Coauthor Index
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