In this paper, we study the local well-posedness of the regularized rBO-ZK equation, defined bywhere H is the Hilbert transform with respect to x and a, b, µ and α are real numbers, with b > 0 , µ > 0 and α > 1 2 , We show that the associated Cauchy problem is locally well posed in Sobolev space H s (R 2 ) for s > −2α + 1.