Martin V. Butz
Martin V. Butz
Professor of Cognitive Modeling, Computer Science, Psychology, Eberhard Karls Universität Tübingen
Bestätigte E-Mail-Adresse bei uni-tuebingen.de - Startseite
Titel
Zitiert von
Zitiert von
Jahr
An algorithmic description of XCS
MV Butz, SW Wilson
Soft Computing 6 (3-4), 144-153, 2002
6342002
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
2522004
Rule-based evolutionary online learning systems
MV Butz
Springer-Verlag, 2006
2152006
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
1202003
Anticipatory behavior in adaptive learning systems: Foundations, Theories, and Systems
MV Butz, O Sigaud, P Gérard
Springer-Verlag Berlin Heidelberg, 2003
1172003
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
1162008
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
1122010
Internal models and anticipations in adaptive learning systems
MV Butz, O Sigaud, P Gerard
Anticipatory behavior in adaptive learning systems, 86-109, 2003
1122003
Anticipatory learning classifier systems
MV Butz
Springer Science & Business Media, 2012
1032012
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
1012005
Data mining in learning classifier systems: comparing XCS with GAssist
J Bacardit, MV Butz
Learning Classifier Systems, 282-290, 2003
1012003
Anticipatory behavior: Exploiting knowledge about the future to improve current behavior
MV Butz, O Sigaud, P Gérard
Anticipatory behavior in adaptive learning systems, 1-10, 2003
1012003
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
942007
How XCS evolves accurate classifiers
MV Butz, T Kovacs, PL Lanzi, SW Wilson
Proceedings of the Third Genetic and Evolutionary Computation Conference …, 2001
852001
Tournament selection: Stable fitness pressure in XCS
MV Butz, K Sastry, DE Goldberg
Genetic and Evolutionary Computation Conference, 1857-1869, 2003
822003
Kernel-based, ellipsoidal conditions in the real-valued XCS classifier system
MV Butz
Proceedings of the 7th annual conference on Genetic and evolutionary …, 2005
792005
Habitual and goal-directed factors in (everyday) object handling
O Herbort, MV Butz
Experimental Brain Research 213 (4), 371, 2011
682011
Automated global structure extraction for effective local building block processing in XCS
MV Butz, M Pelikan, X Llora, DE Goldberg
Evolutionary Computation 14 (3), 345-380, 2006
642006
Optimized sensory-motor couplings plus strategy extensions for the torcs car racing challenge
MV Butz, TD Lonneker
2009 IEEE symposium on computational intelligence and games, 317-324, 2009
632009
Rule-based Evolutionary Online Learning Systems: Learning Bound, Classification, and Prediction
M Butz
612004
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