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Author

Guanya Shi

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Preprint Sep 2026

AM-Bench: A Modular Simulation Suite and Benchmark for Aerial Manipulation Policy Learning

Standardized benchmarks have played a central role in advancing robot manipulation learning, yet most focus on ground-supported manipulation systems, which limits their applicability to dynamics-critical domains such as aerial manipulation (AM). AM presents distinct system-level challenges, including environmental dist...

Yu-Tong Wang, Dongjae Lee, Xiao-Feng Guo et al. · 4 citations · ⚡1
Review Aug 2026

Evolution of humanoid locomotion control.

This survey positions humanoid control at a turning point, converging toward a unified paradigm of physics-guided generative intelligence that integrates optimization, learning, and predictive reasoning.

Yan Gu, Guan-Ya Shi, Fan Shi et al. · 8 citations

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