Learning to Adapt: Reptile-D-Learning for Robust and Efficient Control Under Parametric Uncertainty

Haipeng Cao, Zhaolong Shen, Quan Quan

Learning-based Lyapunov Control (LLC) provides formal stability guarantees for nonlinear systems, but its validity relies heavily on accurate system models. Parameter variations an…