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Realism in deep-sea robotics simulations just got a major upgrade, bridging the gap between visual fidelity and physical accuracy.
Contact-induced constraints can dramatically enhance localization accuracy in underwater environments plagued by visual ambiguity and drift.
Achieving collision-free navigation for AUVs and ASVs near complex offshore wind infrastructures, this approach cuts goal-distance error by up to 93% through physics-informed planning.
SAGE reduces the time a leak can go unnoticed by dynamically prioritizing high-risk valves, outperforming traditional inspection methods.
Gaussian Splatting can surprisingly rival specialized underwater 3D reconstruction techniques with just basic color correction, but don't expect miracles in the murky depths of real-world environments.
Train underwater robots 10x faster: MarineGym hits 250,000 frames per second on a single RTX 3060, blowing past existing simulation platforms.
