Co-evolution, Determinism and Robustness

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Co-evolution, Determinism and Robustness
Abstract. Robustness has long been recognised as a critical issue for coevolutionary learning. It has been achieved in a number of cases, though usually in domains which involve some form of non-determinism. We examine a deterministic domain { a pseudo real-time two-player game called Tron { and evolve a neural network player using a simple hillclimbing algorithm. The results call into question the importance of determinism as a requirement for successful co-evolutionary learning, and provide a good opportunity to examine the relative importance of other factors.
Alan D. Blair, Elizabeth Sklar, Pablo Funes
Added 06 Aug 2010
Updated 06 Aug 2010
Type Conference
Year 1998
Where SEAL
Authors Alan D. Blair, Elizabeth Sklar, Pablo Funes
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