Abstract: Geometric methods in control theory have had a useful role in the investigation of problems of collective behavior. In this talk, we discuss recent progress in understanding nonlinear phenomena in small networks governed by feedback control laws that fall in the category of pursuit laws. Depending on the choice of pursuit law, it is possible to discern Hamiltonian and dissipative characteristics in the closed loop dynamics.