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arXiv — cs.AI

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DriveMind: Mind-Evolving Belief Tracking for Closed-Loop Autonomous Driving

arXiv:2610.32069v1 Announce Type: new Abstract: Recent multimodal large language models (MLLMs) can perceive a traffic scene, reason about it, and propose a driving action within a single model. However, existing MLLM-based drivers reason from scratch at each frame and commit to…

arXiv — cs.AIBy: Yan Shi, Kehua Chen, Jiarui Qi, Yihong Tang, Haichen Liao, Yinhai WangOctober 26, 2026 (12 hours ago)
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  • arXiv:2610.32069v1 Announce Type: new Abstract: Recent multimodal large language models (MLLMs) can perceive a traffic scene, reason about it, and propose a driving action within a single model
  • However, existing MLLM-based drivers reason from scratch at each frame and commit to…
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DriveMind: Mind-Evolving Belief Tracking for Closed-Loop Autonomous Driving

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