Phil Burlina

Uncertainty-Aware Occupancy Map Prediction Using Generative Networks for Robot Navigation

Efficient exploration through unknown environments remains a challenging problem for robotic systems. In these situations, the robot's ability to reason about its future motion is often severely limited by sensor field of view (FOV). By contrast, biological systems routinely make decisions by taking…