Modeling and Control of Deep Sign-Definite Dynamics with Application to Hybrid Powertrain Control

Teruki Kato, Ryotaro Shima, Kenji Kashima

Data-driven control increasingly relies on deep models for complex systems whose first-principles models are difficult to obtain. For reliable deployment, however, learned dynamics…