Hyunseok Yang

Online GP-MPC Command Supervision for Robust Reinforcement Learning-Based Quadruped Locomotion

Results indicate that GP residual adaptation is particularly effective when the nominal command-response model becomes inaccurate, improving robustness without retraining the underlying locomotion policy.