Schematic of horizontal elongation in an optimized cell cluster. (a) Left: the final configuration of a simulation with randomly initialized parameters; right: the final simulation state after learning. Source cells, in red, secrete the growth factor and cannot divide. Proliferating cells, in gray, sense the growth factor and divide in response to it. (b) The learned gene network. The receptor gene is activated only by the presence of the external chemical