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#artificial intelligence Preprint Jan 2026

Large Multimodal Models for Embodied Intelligent Driving: Enabling the Next Generation of Autonomous Mobility

A novel semantics and policy dual-driven hybrid decision framework to tackle the challenge of continuous learning and joint decision in EI driving, which merges LMMs for semantic understanding and cognitive representation, and deep reinforcement learning for real-time policy optimization.

Long Zhang, Yu-Chen Xia, Bing-Qing Wei et al. · 0 citations
2026

First Demonstration of an Onboard Polarimetric Calibration and Ice-Cloud-Based Validation Framework for the Particulate Observing Scanning Polarimeter (POSP)

Accurate global measurements of atmospheric aerosols and clouds require satellite polarimetric sensors to maintain stable radiometric and polarimetric performance throughout their on-orbit operations. However, monitoring and correcting on-orbit degradation remains a challenge, as most current polarimetric sensors lack...

Xue-Feng Lei, Zhen-Hai Liu, Cheng Chen et al. · 0 citations

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