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Evolutionary techniques driven by behavioural diversity, such as novelty search, have shown significant potential in evolutionary robotics.
Genetic algorithms with sharing for multimodal function optimization
Goldberg, D. E. and Richardson, J. (1987) · 1987
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Fundamental principles of deception in genetic search
Whitley, L. D. (1991) · 1991
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Using mutual information for selecting features in supervised neural net learning
Battiti, R. (1994) · 1994
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Evolutionary Robotics: The Biology, Intelligence, and Technology
Nolfi, S. and Floreano, D. (2000) · 2000
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A fast and elitist multiobjective genetic algorithm: Nsga-ii
Deb, K., Pratap, A., Agarwal, S., and Meyarivan, T. (2002) · 2002
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Understanding agent systems
d’Inverno, M., Luck, M., and Luck, M. M. (2004) · 2004
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Measurement and the explanation of adaptive and novel behaviors in real and artificial creatures
Savage, T. (2004) · 2004
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Sustaining diversity using behavioral information distance
Gomez, F. J. (2009) · 2009
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Overcoming the bootstrap problem in evolutionary robotics using behavioral diversity
Mouret, J.-B. and Doncieux, S. (2009) · 2009
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Fitness functions in evolutionary robotics: A survey and analysis
Nelson, A. L., Barlow, G. J., and Doitsidis, L. (2009) · 2009
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Behavioral diversity measures for evolutionary robotics
Doncieux, S. and Mouret, J.-B. (2010) · 2010
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Sustaining behavioral diversity in neat
Moriguchi, H. and Honiden, S. (2010) · 2010
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When novelty is not enough
Cuccu, G. and Gomez, F. (2011) · 2011
Cited alongside, same era.
Abandoning objectives: Evolution through the search for novelty alone
Lehman, J. and Stanley, K. O. (2011) · 2011
Cited alongside, same era.
Speciation in behavioral space for evolutionary robotics
Trujillo, L., Olague, G., Lutton, E., De Vega, F. F., Dozal, L., and Clemente, E. (2011) · 2011
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Progressive minimal criteria novelty search
Gomes, J., Urbano, P., and Christensen, A. (2012) · 2012
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Encouraging behavioral diversity in evolutionary robotics: an empirical study
Mouret, J.-B. and Doncieux, S. (2012) · 2012
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Behavioral diversity with multiple behavioral distances
Doncieux, S. and Mouret, J.-B. (2013) · 2013
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Generic behaviour similarity measures for evolutionary swarm robotics
Gomes, J. and Christensen, A. L. (2013) · 2013
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Evolution of swarm robotics systems with novelty search
Gomes, J., Urbano, P., and Christensen, A. L. (2013) · 2013
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Novelty-based multiobjectivization
Mouret, J.-B. (2011) · 2011
Cited alongside, same era.
Why and how to measure exploration in behavioral space
Ollion, C. and Doncieux, S. (2011) · 2011
Cited alongside, same era.
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Avoiding convergence in cooperative coevolution with novelty search
Gomes, J., Mariano, P., and Christensen, A. L. (2014) · 2014
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