Swarm robotics is an interdisciplinary field that draws inspiration from the collective behaviours observed in social animals to develop groups of autonomous robots capable of solving complex tasks.

The rise of on-device deep learning (DL) in resource-limited mobile and embedded devices has stimulated various applications. However, existing on-device DL mostly relies on predefined processing ...