The Dependable Control and Decision Group (DECODE) at EPFL focuses on developing next-generation systems that are dependable, autonomous, and adaptable to changes in internal dynamics and the environment. Their research includes neural networks for reliable machine learning and control, control of interconnected systems, and microgrids with flexible structures.