AINeutralarXiv – CS AI · 3h ago6/10
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Identifying Explicit Parsimonious Piece-wise Polynomial Relationships in Industrial time-series: Application to manipulator robots
Researchers have developed an algorithm to identify parsimonious explicit piece-wise polynomial relationships in industrial time-series data, with application to robotic manipulator control. The method derives simpler, interpretable models that outperform deep neural networks on unseen contexts while maintaining computational efficiency.