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Titlebook: Genetic Programming; 27th European Confer Mario Giacobini,Bing Xue,Luca Manzoni Conference proceedings 2024 The Editor(s) (if applicable) a

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Naturally Interpretable Control Policies via Graph-Based Genetic Programmingtive results compared to state-of-the-art Reinforcement Learning (RL) algorithms. Moreover, we find that graph-based GP tends towards small, interpretable graphs even when competitive with RL. By examining these graphs, we are able to explain the discovered policies, paving the way for trustworthy AI in the domain of continuous control.
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0302-9743 , April 3–5, 2024 and co-located with the EvoStar events, EvoCOP, EvoMUSART, and EvoApplications..The 13 papers (9 selected for long presentation and 4 for short presentation) collected in this book were carefully reviewed and selected from 24 submissions. The wide range of topics in this volume ref
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Göttinger Studien zur Parteienforschungmonstrate the effectiveness and competitiveness of this strategy when compared to eight existing methods. Furthermore, an ensemble of the proposed strategy and existing model selection strategies achieves the best performance and outperforms four popular machine learning algorithms.
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Das gelungene Leben in der Gemeinschaft,stic SHACL validation framework to consider the inherent errors in RDF data. The results highlight the relevance of this approach in discovering SHACL shapes inspired by association rule patterns from a real-world RDF data graph.
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