Pedestrian dynamics is increasingly being studied in computational science and engineering. However, the complexity of human behaviour makes developing a credible simulation challenging. I present a research software framework and models that aim at capturing locomotion and decision making drawing on findings from the respective fields. The representation of the stepping process and decision making based on heuristics are advancements towards a better understanding of pedestrian behaviours.