Published October 20, 2025 | Version v1

Ergodic control for active sensing of 2D Euclidean surfaces

Description

This work proposes an active sensing strategy for efficient surface defects detection in industrial settings, using robotic manipulators. The approach leverages prior knowledge of the underlying manufacturing process to focus inspection on the most relevant surface regions. The sensing trajectories are planned through ergodic control, balancing exploration and exploitation toward areas with higher defects likelihood.

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