Learning-Guided Sparsification of Dynamic Graphs in Robotic Exploration

Adithya V. Sastry, Bibek Poudel, Weizi Li

Many robotic exploration algorithms rely on graph structures for frontier-based exploration and dynamic path planning. However, these graphs grow rapidly, accumulating redundant in…