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online learning framework. 3. A Bounded Regret Strategy for Linear Dynamics with Unknown Control Authors: Jacob Carruth Abstract: We consider a simple linear control problem in which a single parameter b, describing the effect of the control variable, is unknown and must be learned. We work in the