Abstract: Optimal control of unknown nonlinear systems is challenging due to the absence of the underlying dynamics model. Reinforcement learning (RL) has become an effective framework for such ...

Abstract: Deep learning (DL) models are generally less able to maintain their performance in out-of-domain (OOD) testing. Model transferability is crucial, especially when a model needs to be applied ...