Informative Path Planning to Explore and Map Unknown Planetary Surfaces with Gaussian Processes

Ashten Akemoto, Frances Zhu

Many environments, such as unvisited planetary surfaces and oceanic regions, remain unexplored due to a lack of prior knowledge. Autonomous vehicles must sample upon arrival, proce…