Calibrated Uncertainty for Informative Path Planning in Aquatic Environmental Monitoring

Samuel Yanes Luis, Alejandro Casado Pérez, Alejandro Mendoza Barrionuevo +4

Informative Path Planning for scalar field reconstruction uses predictive uncertainty to direct sensing vehicles toward maximally informative locations. Gaussian Processes provide…