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08/07/2023
Generalized Early Stopping in Evolutionary Direct Policy Search
Lengthy evaluation times are common in many optimization problems such a...
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02/17/2023
To Switch or not to Switch: Predicting the Benefit of Switching between Algorithms based on Trajectory Features
Dynamic algorithm selection aims to exploit the complementarity of multi...
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01/30/2022
Augmenting Novelty Search with a Surrogate Model to Engineer Meta-Diversity in Ensembles of Classifiers
Using Neuroevolution combined with Novelty Search to promote behavioural...
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09/29/2021
Comparison of atlas-based and neural-network-based semantic segmentation for DENSE MRI images
Two segmentation methods, one atlas-based and one neural-network-based, ...
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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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05/29/2018
Optimisation and Illumination of a Real-world Workforce Scheduling and Routing Application via Map-Elites
Workforce Scheduling and Routing Problems (WSRP) are very common in many...
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04/20/2018
An Investigation of Environmental Influence on the Benefits of Adaptation Mechanisms in Evolutionary Swarm Robotics
A robotic swarm that is required to operate for long periods in a potent...
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04/20/2018