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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.
Achieving an RMSE of just 0.12N in force regulation, this control framework sets a new standard for stability in aerial contact-based inspections.
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.
