Complex sentence: Each layer's goal subsumes that of the underlying layers, e.g. the decision to move forward by the eat-food layer takes into account the decision of the lowest obstacle-avoidance layer.
Split into simpler sentences: Each layer's goal subsumes that of the underlying layers. For example, the decision to move forward by the eat-food layer takes into account the decision of the lowest obstacle-avoidance layer.