Summary: A new study utilizes Koopman operator learning to prove that certain complex, chaotic systems have fundamental ...

When can we trust the results we get from AI, and when is learning impossible? Researchers have shown that there are some ...

Abstract: Distributed computing is fundamental to multiagent systems, with solving distributed linear equations as a typical example. In this article, we study distributed solvers for network linear ...

Abstract: In this article, we provide a data-driven framework for optimal control of a continuous-time control-affine stochastic dynamical system. The proposed framework relies on the linear operator ...

Comprehensive guide to linear algebra concepts and problems, ideal for students and professionals seeking to learn or review the subject.