Virtual reality reconstructions of ancient historical sites have become a valuable technique for popularising science and visualising expert knowledge to general audiences. Most such reconstructions only re-create buildings and artefacts and place them in the context of the virtual environment, but what is often missing in such simulations is the ability to see how ancient people lived their daily life in these environments. Our presented case study shows how the use of genetic algorithms and simulation of physiological needs helped us to populate the 3D reconstruction of the city of Uruk with a large crowd of intelligent agents simulating daily life of ancient Sumerians in Uruk.