Lyapunov-Based Kolmogorov-Arnold Network (KAN) Adaptive Control

Xuehui Shen, Wenqian Xue, Yixuan Wang +1

Recent advancements in Lyapunov-based Deep Neural Networks (Lb-DNNs) have demonstrated improved performance over shallow NNs and traditional adaptive control for nonlinear systems…