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Author

Hao Yang

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Preprint Sep 2026

WOLF: World Model Guided LiDAR Exploration with Predictive Frontiers

This work presents WOLF, a world-model-guided framework that predicts future observations to enhance autonomous exploration and reduces mean terminal time in simulations and onboard deployment of the learned model for online inference during physical flight.

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

PhyGile: Physics-Prefix Guided Motion Generation for Agile General Humanoid Motion Tracking

PhyGile performs physics-prefix-guided robot-native motion generation at inference time, directly generating robot-native motions in a 262-dimensional skeletal space with physics-guided prefixes, thereby eliminating inference-time retargeting artifacts and reducing generation-execution discrepancies.

Jiacheng Bao, Hao Yang, Yucheng Xin et al. · 2 citations

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