Una-May O’Reilly
3 papers in the PaperMetrix corpus
Papers by this author
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Building Predictive Models via Feature Synthesis
2015
We introduce Evolutionary Feature Synthesis (EFS), a regression method that generates readable, nonlinear models of small to medium size datasets in seconds. EFS is, to the best of our knowledge, the fastest regression tool based …
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Using domain knowledge in coevolution and reinforcement learning to simulate a logistics enterprise
2022 · Proceedings of the Genetic and Evolutionary Computation Conference Companion
We demonstrate a framework (CoEv-Soar-RL) for a logistics enterprise to improve readiness, sustainment, and reduce operational risk. The CoEv-Soar-RL uses reinforcement learning and coevolutionary algorithms to improve the functions of a logistics enterprise value chain. …
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Analysis of a Pairwise Dominance Coevolutionary Algorithm And DefendIt
2023 · Proceedings of the Genetic and Evolutionary Computation Conference
While competitive coevolutionary algorithms are ideally suited to model adversarial dynamics, their complexity makes it difficult to understand what is happening when they execute. To achieve better clarity, we introduce a game named DefendIt and …