Martin V. Butz
Martin V. Butz
Professor of Cognitive Modeling, Computer Science, Psychology, Eberhard Karls Universität Tübingen
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Cited by
Cited by
An algorithmic description of XCS
MV Butz, SW Wilson
Soft Computing 6 (3), 144-153, 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
Rule-based evolutionary online learning systems
MV Butz
Springer-Verlag, 2006
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
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
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
Anticipatory behavior in adaptive learning systems: Foundations, Theories, and Systems
MV Butz, O Sigaud, P Gérard
Springer-Verlag Berlin Heidelberg, 2003
Internal models and anticipations in adaptive learning systems
MV Butz, O Sigaud, P Gerard
Anticipatory behavior in adaptive learning systems, 86-109, 2003
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
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
Anticipatory learning classifier systems
MV Butz
Springer Science & Business Media, 2002
Data mining in learning classifier systems: comparing XCS with GAssist
J Bacardit, MV Butz
Learning Classifier Systems, 282-290, 2003
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
How XCS evolves accurate classifiers
MV Butz, T Kovacs, PL Lanzi, SW Wilson
Proceedings of the Third Genetic and Evolutionary Computation Conference …, 2001
Tournament selection: Stable fitness pressure in XCS
MV Butz, K Sastry, DE Goldberg
Genetic and Evolutionary Computation Conference, 1857-1869, 2003
Kernel-based, ellipsoidal conditions in the real-valued XCS classifier system
MV Butz
Proceedings of the 7th annual conference on Genetic and evolutionary …, 2005
Habitual and goal-directed factors in (everyday) object handling
O Herbort, MV Butz
Experimental Brain Research 213 (4), 371, 2011
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
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
Vehicle with computing means for monitoring and predicting traffic participant objects
J Fritsch, M Butz, A Andreas
US Patent 9,104,965, 2015
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