In the present paper, a family of two-dimensional random walks {S t , A} in the main quarter plane, where A is a set of infinite sequences of real values, is studied. For a ∈ A, a random walk is denoted S t (a) = (S (1)t (a)). Let θ denote the infinite sequence of zeros. For a = θ the components S(1) t (a) and S(2) t (a) are assumed to be correlated in the specified way that is defined exactly in the paper, while for a = θ, the random walk S t (θ) is the simple two-dimensional random walk in the main quarter plane. We derive the conditions on a under which a random walk S t (a) is recurrent or transient. In addition, we introduce new classes of random walks, ψ-random walks, and derive conditions under which a subfamily of random walks {S t , A ψ }, A ψ ⊂ A belongs to the class of ψ-random walks.