The distributed co-evolution of an embodied simulator and controller for swarm robot behaviours

摘要

Embodied fitness assessment of robotic controllers is slow but grounded, while assessment in a simulated environment is fast but can run foul of the `reality gap'. We present a distributed co-evolutionary method to adapt the environmental model of an on-board simulator within the context of swarm robotics.