A Distributed Gaussian Process Model for Multi-Robot Mapping

Seth Nabarro, Mark van der Wilk, Andrew J. Davison

We propose DistGP: a multi-robot learning method for collaborative learning of a global function using only local experience and computation. We utilise a sparse Gaussian process (…