Symbiotic Control Framework for Mitigating Uncertainties in Dynamical Systems

The proposed symbiotic control framework synergistically integrates fixed-gain control and adaptive learning architectures to mitigate the effects of parametric and nonparametric uncertainties in a more predictable manner compared to adaptive learning alone, without requiring any knowledge of the uncertainties.