We present an overview of existing theories of block polymer micelles. We focus here on the equilibrium structure of nanoaggregates formed by solvophobic/solvophilic diblock copolymers in a dilute solution and briefly address the association behavior of triblock terpolymer. We outline recent advances in the field and some challenging problems for theoretical developments.