For years, the network fabric inside data centers were built for relatively predictable traffic flows. Testing this ...

In numerous scientific fields, high-throughput experimentation methods combined with artificial intelligence (AI) show great ...

Among such innovators leading this change, Automation Lead Mohnish Neelapu stands at the forefront of the movement to ...

Abstract: Direct data-driven control has emerged as a powerful alternative to traditional state-space model-based methods by directly learning control policies from data. Nevertheless, ensuring that ...

Abstract: This article investigates a data-driven method to solve the discrete-time linear output regulation problem. Different from existing learning-based data-driven solutions, we adopt the ...