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Geometry-driven modeling in NC-TFAD enables robust anomaly detection in dynamic industrial environments, outperforming conventional methods.
Zero-shot Sim2Real transfer for a humanoid ballbot is now possible thanks to a friction-aware RL framework and high-fidelity simulation that models omni-wheel mechanics.