Jingxuan Liu

DL-Clip: Online D-Learning with Clipping Operation for Fast Model-Free Stabilizing Control

In this paper, we present DL-Clip, an innovative online learning approach for nonlinear stabilizing control that operates without prior knowledge of system dynamics or reward signals, while significantly improving training efficiency. DL-Clip introduces a novel integration of stabilizing control wit