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Ep#14 VERTIFORMER: A Data-Efficient Multi-Task Transformer on Vertically Challenging Terrain

RoboPapers

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Innovations in Off-Road Mobility

This chapter explores advanced research in robotic off-road navigation, emphasizing high-speed maneuvers over challenging terrains. It discusses the innovative Vertiformer model and hybrid control systems that combine physics and machine learning to enhance vehicle dynamics in three-dimensional space. The chapter also highlights the role of gyroscopic effects and detailed data collection methods crucial for optimizing performance in unpredictable environments.

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