Safe Data-Driven Control and Dynamical Learning via Constrained Neural Architectures and Koopman Operators

Lin Feng, Xin He

The deployment of learning-based models in safety-critical control systems demands mathematical guarantees that standard regression architectures cannot provide. This paper present…