Task-Oriented Active Learning of Residual Dynamics for Model Predictive Path Integral Control

Nobuaki Aoki, Hojin Lee, Stefan Sosnowski +1

Online residual learning can reduce model mismatch in predictive control, but passive data collection may fail to adequately cover states that become important later in the task. T…