Identification and adaptive control of markov jump systems: Sample complexity and regret bounds Y Sattar, Z Du, DA Tarzanagh, L Balzano, N Ozay, S Oymak arXiv preprint arXiv:2111.07018, 2021 | 24 | 2021 |
Mode clustering for markov jump systems Z Du, N Ozay, L Balzano 2019 IEEE 8th International Workshop on Computational Advances in Multi …, 2019 | 16 | 2019 |
Certainty equivalent quadratic control for markov jump systems Z Du, Y Sattar, DA Tarzanagh, L Balzano, S Oymak, N Ozay arXiv preprint arXiv:2105.12358, 2021 | 10 | 2021 |
A robust algorithm for online switched system identification Z Du, L Balzano, N Ozay IFAC-PapersOnLine 51 (15), 293-298, 2018 | 10 | 2018 |
Data-driven control of markov jump systems: Sample complexity and regret bounds Z Du, Y Sattar, DA Tarzanagh, L Balzano, N Ozay, S Oymak 2022 American Control Conference (ACC), 4901-4908, 2022 | 9 | 2022 |
Can transformers learn optimal filtering for unknown systems? H Balim, Z Du, S Oymak, N Ozay arXiv preprint arXiv:2308.08536, 2023 | 5 | 2023 |
Can Transformers Learn Optimal Filtering for Unknown Systems? Z Du, H Balim, S Oymak, N Ozay IEEE Control Systems Letters 7, 3525-3530, 2023 | 4 | 2023 |
Disaggregating load by type from distribution system measurements in real time GS Ledva, Z Du, L Balzano, JL Mathieu Energy Markets and Responsive Grids: Modeling, Control, and Optimization …, 2018 | 4 | 2018 |
Certainty equivalent quadratic control for Markov jump systems Y Sattar, Z Du, DA Tarzanagh, S Oymak, L Balzano, N Ozay 2022 American Control Conference (ACC), 2871-2878, 2022 | 3 | 2022 |
Manifold Optimization for Data Driven Reduced-Order Modeling* R Newton, Z Du, L Balzano, P Seiler 2023 59th Annual Allerton Conference on Communication, Control, and …, 2023 | 2 | 2023 |
Sample complexity analysis and self-regularization in identification of over-parameterized ARX models Z Du, Z Liu, J Weitze, N Ozay 2022 IEEE 61st Conference on Decision and Control (CDC), 6026-6033, 2022 | 2 | 2022 |
Clustering-based mode reduction for Markov jump systems Z Du, N Ozay, L Balzano Learning for Dynamics and Control Conference, 689-701, 2022 | 2 | 2022 |
Optimality of POD for Data-Driven LQR With Low-Rank Structures R Newton, Z Du, P Seiler, L Balzano IEEE Control Systems Letters, 2023 | 1 | 2023 |
On the Hardness of Learning to Stabilize Linear Systems X Zeng, Z Liu, Z Du, N Ozay, M Sznaier 2023 62nd IEEE Conference on Decision and Control (CDC), 6622-6628, 2023 | 1 | 2023 |
Mode Reduction for Markov Jump Systems Z Du, L Balzano, N Ozay IEEE Open Journal of Control Systems 1, 335-353, 2022 | 1 | 2022 |
Learning, Control, and Reduction for Markov Jump Systems Z Du | | 2023 |
2022 Index IEEE Open Journal of Control Systems Vol. M Aburakhis, A Aghasi, A Allibhoy, CA Alonso, N Atanasov, L Balzano, ... | | |