An algorithmic description of XCS MV Butz, SW Wilson Soft Computing 6, 144-153, 2002 | 706 | 2002 |
Toward a theory of generalization and learning in XCS MV Butz, T Kovacs, PL Lanzi, SW Wilson IEEE transactions on evolutionary computation 8 (1), 28-46, 2004 | 284 | 2004 |
Rule-based evolutionary online learning systems MV Butz Springer-Verlag, 2006 | 234 | 2006 |
Function approximation with XCS: Hyperellipsoidal conditions, recursive least squares, and compaction MV Butz, PL Lanzi, SW Wilson IEEE Transactions on Evolutionary Computation 12 (3), 355-376, 2008 | 136 | 2008 |
Anticipatory behavior in adaptive learning systems: Foundations, Theories, and Systems MV Butz, O Sigaud, P Gérard Springer-Verlag Berlin Heidelberg, 2003 | 129 | 2003 |
Analysis and improvement of fitness exploitation in XCS: Bounding models, tournament selection, and bilateral accuracy MV Butz, DE Goldberg, K Tharakunnel Evolutionary Computation 11 (3), 2003 | 129 | 2003 |
Anticipatory learning classifier systems MV Butz Springer Science & Business Media, 2002 | 127 | 2002 |
Anticipatory behavior: Exploiting knowledge about the future to improve current behavior MV Butz, O Sigaud, P Gérard Anticipatory behavior in adaptive learning systems: Foundations, theories …, 2003 | 126 | 2003 |
The 2009 simulated car racing championship D Loiacono, PL Lanzi, J Togelius, E Onieva, DA Pelta, MV Butz, ... IEEE Transactions on Computational Intelligence and AI in Games 2 (2), 131-147, 2010 | 124 | 2010 |
Internal models and anticipations in adaptive learning systems MV Butz, O Sigaud, P Gerard Anticipatory behavior in adaptive learning systems: Foundations, theories …, 2003 | 123 | 2003 |
Gradient descent methods in learning classifier systems: Improving XCS performance in multistep problems MV Butz, DE Goldberg, PL Lanzi IEEE Transactions on Evolutionary Computation 9 (5), 452-473, 2005 | 110 | 2005 |
Data mining in learning classifier systems: comparing XCS with GAssist J Bacardit, MV Butz International Workshop on Learning Classifier Systems, 282-290, 2003 | 106 | 2003 |
How XCS evolves accurate classifiers MV Butz, T Kovacs, PL Lanzi, SW Wilson Proceedings of the Third Genetic and Evolutionary Computation Conference …, 2001 | 105 | 2001 |
Exploiting redundancy for flexible behavior: unsupervised learning in a modular sensorimotor control architecture. MV Butz, O Herbort, J Hoffmann Psychological Review 114 (4), 1015, 2007 | 103 | 2007 |
Training computational thinking: Game-based unplugged and plugged-in activities in primary school K Tsarava, K Moeller, N Pinkwart, M Butz, U Trautwein, M Ninaus European conference on games based learning, 687-695, 2017 | 100 | 2017 |
Tournament selection: Stable fitness pressure in XCS MV Butz, K Sastry, DE Goldberg Genetic and Evolutionary Computation Conference, 1857-1869, 2003 | 96 | 2003 |
A cognitive definition of computational thinking in primary education K Tsarava, K Moeller, M Román-González, J Golle, L Leifheit, MV Butz, ... Computers & Education 179, 104425, 2022 | 95 | 2022 |
Kernel-based, ellipsoidal conditions in the real-valued XCS classifier system MV Butz Proceedings of the 7th annual conference on Genetic and evolutionary …, 2005 | 90 | 2005 |
Vehicle with computing means for monitoring and predicting traffic participant objects J Fritsch, M Butz, A Andreas US Patent 9,104,965, 2015 | 88 | 2015 |
Toward a unified sub-symbolic computational theory of cognition MV Butz Frontiers in psychology 7, 171252, 2016 | 84 | 2016 |