In this article we study the higher topological complexity TCr(X) in the case when X is an aspherical space, X = K(π, 1) and r ≥ 2. We give a characterisation of TCr(K(π, 1)) in terms of classifying spaces for equivariant Bredon cohomology. Our recent paper [8], joint with M. Grant and G. Lupton, treats the special case r = 2. We also obtain in this paper useful lower bounds for TCr(π) in terms of cohomological dimension of subgroups of π × π × · · · × π (r times) with certain properties. As an illustration of the main technique we find the higher topological complexity of the Higman's groups. We also apply our method to obtain a lower bound for the higher topological complexity of the right angled Artin (RAA) groups, which, as was established in [17] by a different method (in a more general situation), coincides with the precise value. We finish the paper by a discussion of the TC-generating function ∞ r=1 TCr+1(X)x r encoding the values of the higher topological complexity TCr(X) for all values of r. We show that in many examples (including the case when X = K(H, 1) with H being a RAA group) the TC-generating function is a rational function of the form P (x)(1−x) 2 where P (x) is an integer polynomial with P (1) = cat(X).