1. A. Martin, L. Furieri, F. Dörfler, J. Lygeros, and G. Ferrari-Trecate. Regret Optimal Control for Uncertain Stochastic Systems. European Journal of Control, 2024. Keyword(s): Linear Control Design, Data-Driven Control. [bibtex-entry]



2. J.S. Brouillon, F. Dörfler, and G. Ferrari-Trecate. Regularization for distributionally robust state estimation and prediction. 7:2713-2718, 2023. Keyword(s): Optimal Transport, Linear Control Design. [bibtex-entry]



3. J.S. Brouillon, E. Fabbiani, P. Nahata, K. Moffat, F. Dörfler, and G. Ferrari-Trecate. Bayesian Error-in-Variables Models for the Identification of Power Networks. IEEE Transactions on Smart Grid, 14(22):1289-1299, 2023. Keyword(s): Power Networks, System Identification. [bibtex-entry]



4. J.S. Brouillon, G. Ferrari-Trecate, K. Moffat, and F. Dörfler. Power Grid Parameter Estimation Without Phase Measurements: Theory and Empirical Validation. September 2023. Note: To appear. Available at https://arxiv.org/abs/2401.09989. Keyword(s): AC optimal power flow, System Identification, Power Networks. [bibtex-entry]



5. J.S. Brouillon, A. Martin, J. Lygeros, F. Dörfler, and G. Ferrari-Trecate. Distributionally Robust Infinite-horizon Control: from a pool of samples to the design of dependable controllers. 2023. Note: Submitted. Available at https://arxiv.org/abs/2312.07324. Keyword(s): Optimal Transport, Linear Control Design. [bibtex-entry]



6. A. Martin, L. Furieri, F. Dörfler, and G. Ferrari-Trecate. On the Guarantees of Minimizing Regret in Receding Horizon. 2023. Note: In press. DOI: 10.1109/TAC.2024.3464013. Keyword(s): Linear Control Design. [bibtex-entry]

1. J.S. Brouillon, F. Dörfler, and G. Ferrari-Trecate. Minimal regret state estimation of time-varying systems. In IFAC World Congress, volume 56, pages 2595-2600, July 2023. Keyword(s): Online Optimization. [bibtex-entry]



2. A. Martin, L. Furieri, F. Dörfler, J. Lygeros, and G. Ferrari-Trecate. Follow the Clairvoyant: an Imitation Learning Approach to Optimal Control. In IFAC World Congress, volume 56, pages 2589-2594, July 2023. Keyword(s): Linear Control Design, Data-Driven Control. [bibtex-entry]



3. J.S. Brouillon, K. Moffat, F Dörfler, and G. Ferrari-Trecate. Robust online joint state/input/parameter estimation of linear systems. In Proceedings of the 61th IEEE Conference on Decision and Control, pages 2153-2158, December 2022. Keyword(s): Power Networks, Online Optimization. [bibtex-entry]



4. A. Martin, L. Furieri, F. Dörfler, J. Lygeros, and G. Ferrari-Trecate. Safe Control with Minimal Regret. In Proceedings of the 4th Annual Learning for Dynamics and Control Conference, pages 726-738, 2022. Keyword(s): Linear Control Design, Data-Driven Control. [bibtex-entry]



5. J.S. Brouillon, E. Fabbiani, P. Nahata, F. Dörfler, and G. Ferrari-Trecate. Bayesian Methods for the Identification of Distribution Networks. In 60th IEEE Conference on Decision and Control (CDC), pages 3646-3651, 2021. Keyword(s): Power Networks. [bibtex-entry]

1. A. Martin, L. Furieri, F. Dörfler, J. Lygeros, and G. Ferrari-Trecate. Regret Optimal Control for Uncertain Stochastic Systems, 2024. Keyword(s): Linear Control Design, Data-Driven Control. [bibtex-entry]



2. J.S. Brouillon, G. Ferrari-Trecate, K. Moffat, and F. Dörfler. Power Grid Parameter Estimation Without Phase Measurements: Theory and Empirical Validation, September 2023. Note: Available at https://arxiv.org/abs/2401.09989. Keyword(s): AC optimal power flow, System Identification, Power Networks. [bibtex-entry]



3. J.S. Brouillon, A. Martin, J. Lygeros, F. Dörfler, and G. Ferrari-Trecate. Distributionally Robust Infinite-horizon Control: from a pool of samples to the design of dependable controllers, 2023. Note: Available at https://arxiv.org/abs/2312.07324. Keyword(s): Optimal Transport, Linear Control Design. [bibtex-entry]



4. A. Martin, L. Furieri, F. Dörfler, and G. Ferrari-Trecate. On the Guarantees of Minimizing Regret in Receding Horizon, June 2023. Note: Available at https://arxiv.org/abs/2306.14561. Keyword(s): Linear Control Design. [bibtex-entry]



5. A. Martin, L. Furieri, F. Dörfler, J. Lygeros, and G. Ferrari-Trecate. Regret Optimal Control for Uncertain Stochastic Systems, March 2023. Note: Available at https://arxiv.org/abs/2304.14835. Keyword(s): Data-Driven Control, Linear Control Design. [bibtex-entry]



6. J.S. Brouillon, E. Fabbiani, P. Nahata, F. Dörfler, and G. Ferrari-Trecate. Bayesian Error-in-Variables Models for the Identification of Distribution Grids. Extended Abstract IFAC Workshop on Networked Systems, February 2022. Keyword(s): Power Networks, System Identification. [bibtex-entry]



7. J.S. Brouillon, K. Moffat, F Dörfler, and G. Ferrari-Trecate. Robust online joint state/input/parameter estimation of linear systems, 2022. Note: Available at https://arxiv.org/abs/2204.05663. Keyword(s): Power Networks, Online Optimization. [bibtex-entry]



8. A. Martin, L. Furieri, F. Dörfler, J. Lygeros, and G. Ferrari-Trecate. Follow the Clairvoyant: an Imitation Learning Approach to Optimal Control, November 2022. Note: Available at https://arxiv.org/abs/2211.07389. Keyword(s): Linear Control Design, Data-Driven Control. [bibtex-entry]



9. J.S. Brouillon, E. Fabbiani, P. Nahata, F. Dörfler, and G. Ferrari-Trecate. Bayesian Error-in-Variables Models for the Identification of Power Networks, July 2021. Note: Available at https://arxiv.org/abs/2107.04480. Keyword(s): Power Networks, System Identification. [bibtex-entry]

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