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Author

Pengyuan Min

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Preprint Aug 2026

FlowPilot: Real-Time World-Action Modeling for Agile UAV Navigation

FlowPilot is a compact world-action model for real-time onboard UAV navigation from depth that jointly denoises future depth observations and executable trajectories with flow matching, and a dual-stream mixture-of-transformers couples video and action experts through shared attention, allowing future-scene prediction and trajectory generation to inform each other.

Run-Qing Wang, Ding Yu, Pengyuan Min et al. · 1 citation

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