2026
Safe Adaptive Control With Vanishing Conservativeness for Robotic Systems With Unknown Dynamics via Barrier Functions
RA-L 2026
Adaptive controllers offer powerful tools for controlling nonlinear systems with parametric uncertainties, yet ensuring safety, particularly during the initial learning phase, remains a significant challenge. Conventional safety approaches often rely on filtering the control output using Control Bar