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Click on the '+' to see the details and links to full text

The 5 requested papers

ESs are robust to noise (Algorithmica 2010)

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Statistical Learning Theory to obtain lower bounds for comparison-based EAs (Algorithmica 2010)

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Affinity propagation for data streaming (KDD 2009)

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Monte-Carlo Tree Search for Active Learning (ECML 2009)

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Bandit Algorithms for Operator selection: comparison-based rewards (GECCO 2010)

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A few more papers we consider important

Monte-Carlo Tree Search for code optimization (ICML 2009)

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Improving CMA-ES for large-scale problems (Machine Learning 2009)

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Theory of Hyper-volume based Multi-objective Evolutionary Algorithm (FOGA 2009)

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Reinforcement Learning for Autonomic Grids (IEEE ICAC 2008)

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Embodied Evolution (EA'09)

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An original representation for Evolutionary Domain-independent satisfycing Planning (ICAPS 2010)

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A hybrid one-class/regression SVM for multi-objective surrogate design (GECCO 2010)

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