Learning automata theory is applied to the control problem of a CSTR, with van de Vusse reaction, representing a non-minimum phase nonlinear system. Learning automata theory does not require much knowledge of the system to be controlled. Simulation results show the successful performance of the learning automata for both the regulatory and servo problems. The performance of the learning automata is compared with that of a conventional PI controller.