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GPU-Accelerated Path-Dependent Marginal Information Gain for Autonomous Exploration

Mendes, João Félix et al.
arXiv (All) · Papers
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robotics
Autonomous exploration demands that robots continuously evaluate candidate viewpoints based on their expected information gain and execution cost. Sampling-based planners estimate this gain by volumetric raycasting and, due to its computational cost, evaluate candidates under an assumption of mutual
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