Data-Driven Control of Markov Jump Systems: Sample Complexity and Regret Bounds
Author:
Affiliation:
1. University of Michigan,Department of Electrical Engineering and Computer Science
2. University of California,Department of Electrical and Computer Engineering,Riverside
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9866948/9867142/09867863.pdf?arnumber=9867863
Reference34 articles.
1. Certainty equivalent quadratic control for markov jump systems;du,2021
2. Spectral State Compression of Markov Processes
3. Markov Chains and Mixing Times
4. Logarithmic regret bound in partially observable linear dynamical systems;lale;Advances in neural information processing systems,2020
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1. Strong Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Markov Jump Linear Systems;IEEE Transactions on Automatic Control;2024-06
2. System identification in presence of undetectable packet losses in the actuation path;Transactions of the Institute of Measurement and Control;2023-11-08
3. Finite Sample Identification of Bilinear Dynamical Systems;2022 IEEE 61st Conference on Decision and Control (CDC);2022-12-06
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