For stochastic control problems with mixed state-control constraints, we de
velop a dynamics aggregation method which replaces the stochastic different
ial or difference equation with a simpler constraint. Solutions of such sim
plified problems are used to construct a sequence of approximations to the
original problem. Convergence properties of the method for both discrete-ti
me and continuous-time models are analyzed in detail.