Data-driven control of markov jump systems: Sample complexity and regret bounds
Learning how to effectively control unknown dynamical systems from data is crucial for
intelligent autonomous systems. This task becomes a significant challenge when the …
intelligent autonomous systems. This task becomes a significant challenge when the …
Consistency and rate of convergence of switched least squares system identification for autonomous Markov jump linear systems
In this paper, we investigate the problem of system identification for autonomous Markov
jump linear systems (MJS) with complete state observations. We propose switched least …
jump linear systems (MJS) with complete state observations. We propose switched least …
[PDF][PDF] Consistency and rate of convergence of switched least squares system identification for autonomous switched linear systems
In this paper, we investigate the problem of system identification for autonomous switched
linear systems with complete state observations. We propose switched least squares …
linear systems with complete state observations. We propose switched least squares …