Active Exploration Using Gaussian Random Fields and Gaussian Process Implicit Surfaces

Sergio Caccamo, Yasemin Bekiroglu, Carl Henrik Ek +1

In this work we study the problem of exploring surfaces and building compact 3D representations of the environment surrounding a robot through active perception. We propose an onli…