Author

Håkan Hjalmarsson

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Preprint Aug 2026

Fundamental Limitations of Data-Driven Control: A Statistical Decision Perspective

This contribution develops a statistical decision framework for data-driven control, in which a controller is evaluated by its risk, defined as the expected performance degradation relative to the oracle model-based controller, and by its average risk over the parameter space.

Jiabao He, Feiran Zhao, Yushan Li et al. · 0 citations