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Marcus Gallagher

Hyperparameter Optimisation with Practical Interpretability and Explanation Methods in Probabilistic Curriculum Learning

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Apr 09, 2025
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AlgOS: Algorithm Operating System

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Apr 07, 2025
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Probabilistic Curriculum Learning for Goal-Based Reinforcement Learning

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Apr 02, 2025
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Whole-Body Dynamic Throwing with Legged Manipulators

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Oct 08, 2024
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Analyzing the Runtime of the Gene-pool Optimal Mixing Evolutionary Algorithm (GOMEA) on the Concatenated Trap Function

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Jul 11, 2024
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Modularity based linkage model for neuroevolution

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Jun 02, 2023
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Pittsburgh Learning Classifier Systems for Explainable Reinforcement Learning: Comparing with XCS

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May 17, 2023
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A Genetic Fuzzy System for Interpretable and Parsimonious Reinforcement Learning Policies

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May 17, 2023
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Modularity in NEAT Reinforcement Learning Networks

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May 13, 2022
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Approximate discounting-free policy evaluation from transient and recurrent states

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Apr 08, 2022
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