This lecture introduces the Linear Quadratic Regulator (LQR) theory for multivariable systems, focusing on computing the optimal control law to minimize a performance criterion. It covers the optimal solution, feedback invariants, and the Riccati Equation. The proof sketch provided follows Joao P. Hespanha's approach to avoid variational analysis.