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Yu-Yang Tian

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Preprint Sep 2026

WOLF: World Model Guided LiDAR Exploration with Predictive Frontiers

LiDAR-based unmanned aerial vehicle (UAV) exploration builds maps by continually selecting where to observe next. However, decisions based on the measured map provide limited foresight into spatial continuations behind occlusions, leaving potentially informative directions unrecognized. We present WOLF, a world-model-g...

Yu-Yang Tian, Peng Yang, Peng-Yuan Wu et al. · 0 citations

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