De-Yuan Meng

Robust data-induced learning control for uncertain nonlinear systems via dual-timescale adaptation.

In addressing the challenge of achieving precise tracking control for uncertain nonlinear systems under complex disturbances, this paper proposes a Robust Data-induced Learning Control (R-DiLC) framework. The R-DiLC introduces a dual-timescale adaptation mechanism that effectively compensates for both iteration-invaria...