Classical AND/OR goal, or task, decomposition techniques are generalized to deal with the problem of sensory-interactive goal-directed behavior in biological organisms. A neurophysiological model is described which demonstrates the capacity to l e a r n , to generalize, to compute multivariate mathematical functions, and to decompose input commands into sequences of output commands in a context...