John R. Woodward
3 papers in the PaperMetrix corpus
Papers by this author
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Connecting Automatic Parameter Tuning, Genetic Programming as a Hyper-heuristic, and Genetic Improvement Programming
2016
Automatically designing algorithms has long been a dream of computer scientists. Early attempts which generate computer programs from scratch, have failed to meet this goal. However, in recent years there have been a number of …
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Efficient Evolutionary Methods for Game Agent Optimisation: Model-Based is Best
2019 · arXiv (Cornell University)
This paper introduces a simple and fast variant of Planet Wars as a test-bed for statistical planning based Game AI agents, and for noisy hyper-parameter optimisation. Planet Wars is a real-time strategy game with simple …
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Hyper-heuristics tutorial
2021 · Proceedings of the Genetic and Evolutionary Computation Conference Companion
tutorial Hyper-heuristics tutorial Authors: Daniel R. Tauritz Auburn University Auburn UniversityView Profile , John Woodward Queen Mary University of London Queen Mary University of LondonView Profile Authors Info & Claims GECCO '21: Proceedings of the …