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06/12/2023
Particularity
We describe a design principle for adaptive systems under which adaptati...
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05/18/2023
Improving Recommendation System Serendipity Through Lexicase Selection
Recommender systems influence almost every aspect of our digital lives. ...
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05/12/2023
Can the Problem-Solving Benefits of Quality Diversity Be Obtained Without Explicit Diversity Maintenance?
When using Quality Diversity (QD) optimization to solve hard exploration...
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04/14/2023
Analyzing the Interaction Between Down-Sampling and Selection
Genetic programming systems often use large training sets to evaluate th...
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04/04/2023
A Static Analysis of Informed Down-Samples
We present an analysis of the loss of population-level test coverage ind...
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01/04/2023
Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving
Genetic Programming (GP) often uses large training sets and requires all...
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08/23/2022
Lexicase Selection at Scale
Lexicase selection is a semantic-aware parent selection method, which as...
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05/31/2022