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Author

Yun-Yi Jia

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Sep 2026

Stuck-Assist: A Large Multimodal Model-Based Stuck Recovery Assist for Driving on Off-Road Deformable Terrains

A large multimodal model providing higher-level planning assistance with human-in-the-loop evaluations for vehicle recovery after immobilization in unstructured off-road terrain shows that LMM assistance improved stuck recovery rates by 70% compared to unaided and unskilled human driving.

Mayuresh Bhosale, Jordan A. Whitson, A. Vahidi et al. · 0 citations

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