Decentralized Learning With Limited Communications for Multi-robot Coverage of Unknown Spatial Fields

Kensuke Nakamura, María Santos, Naomi Ehrich Leonard

This paper presents an algorithm for a team of mobile robots to simultaneously learn a spatial field over a domain and spatially distribute themselves to optimally cover it. Drawin…