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07/11/2022
Assessing Ranking and Effectiveness of Evolutionary Algorithm Hyperparameters Using Global Sensitivity Analysis Methodologies
We present a comprehensive global sensitivity analysis of two single-obj...
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04/09/2021
Morpho-evolution with learning using a controller archive as an inheritance mechanism
In evolutionary robotics, several approaches have been shown to be capab...
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11/25/2018
Cognitively-inspired homeostatic architecture can balance conflicting needs in robots
Autonomous robots require the ability to balance conflicting needs, such...
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08/29/2011
Collective Adaptive Systems: Challenges Beyond Evolvability
This position paper overviews several challenges of collective adaptive ...
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12/16/2005