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Multi-Layer-Perceptron

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04:00
2026-10-09
arxiv.org
machine-learning

Sample-Efficiency of Kolmogorov-Arnold Networks

A systematic study of Kolmogorov-Arnold Networks (KANs) found that the architecture can match Multi-Layer-Perceptron performance in reinforcement learning with 40% fewer samples, with relative perform…

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Kolmogorov-Arnold Networks 1 Feynman dataset 1 Gymnasium 1 arXiv 1 Kevin Riehl 1
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machine learning 1 neural networks 1 ai research 1 artificial intelligence 1