Identification and Adaptive Control of Markov Jump Systems: Sample
Complexity and Regret Bounds

Identification and Adaptive Control of Markov Jump Systems: Sample Complexity and Regret Bounds

13 November 2021

Davoud Ataee Tarzanagh

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Papers citing "Identification and Adaptive Control of Markov Jump Systems: Sample Complexity and Regret Bounds"

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Title
Learning Linear Dynamics from Bilinear Observations Yahya Sattar Yassir Jedra Sarah Dean 71 1 0 24 Sep 2024
On the Hardness of Learning to Stabilize Linear Systems Xiong Zeng Zexiang Liu Zhe Du N. Ozay Mario Sznaier 74 3 0 18 Nov 2023
Oracle-Efficient Smoothed Online Learning for Piecewise Continuous Decision Making Adam Block Alexander Rakhlin Max Simchowitz 75 5 0 10 Feb 2023
Smoothed Online Learning for Prediction in Piecewise Affine Systems Adam Block Max Simchowitz Russ Tedrake 81 12 0 26 Jan 2023
Statistical Learning Theory for Control: A Finite Sample Perspective Anastasios Tsiamis Ingvar M. Ziemann Nikolai Matni George J. Pappas 236 78 0 12 Sep 2022
Finite Sample Identification of Bilinear Dynamical Systems Yahya Sattar Samet Oymak N. Ozay 54 14 0 29 Aug 2022
Optimal Competitive-Ratio Control Oron Sabag Sahin Lale B. Hassibi 95 12 0 03 Jun 2022
Mode Reduction for Markov Jump Systems Zhe Du Laura Balzano N. Ozay 47 0 0 05 May 2022
System Identification via Nuclear Norm Regularization Yue Sun Samet Oymak Maryam Fazel 46 0 0 30 Mar 2022
Finite-sample analysis of identification of switched linear systems with arbitrary or restricted switching Shengli Shi Othmane Mazhar B. de Schutter 56 9 0 18 Mar 2022
Strong Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Markov Jump Linear Systems Borna Sayedana Mohammad Afshari P. Caines Aditya Mahajan 57 8 0 20 Dec 2021
Certainty Equivalent Quadratic Control for Markov Jump Systems Zhe Du Yahya Sattar Davoud Ataee Tarzanagh Laura Balzano Samet Oymak N. Ozay 69 8 0 26 May 2021