Martin V. Butz

Cited by

	All	Since 2016
Citations	6132	2052
h-index	42	22
i10-index	125	67

440

220

110

330

200020012002200320042005200620072008200920102011201220132014201520162017201820192020202135 53 103 110 137 195 317 308 427 308 296 318 385 400 296 305 331 361 318 369 333 326

Public access

View all

56 articles

7 articles

available

not available

Based on funding mandates

Co-authors

David E. GoldbergFounder & President, Big Beacon & Professor Emeritus, UIUCVerified email at threejoy.com
Oliver HerbortJulius-Maximilians-Universität WürzburgVerified email at psychologie.uni-wuerzburg.de
Pier Luca LanziPolitecnico di MilanoVerified email at polimi.it
Olivier Sigaudprofesseur d'informatique, Sorbonne UniversitéVerified email at upmc.fr
Giovanni PezzuloNational Research Council of Italy, RomeVerified email at istc.cnr.it
Martin PelikanResearcher, AppleVerified email at martinpelikan.net
Joachim HoffmannProfessor für Kognitive PsychologieVerified email at psychologie.uni-wuerzburg.de
Anna BelardinelliGuest Scientist, Honda Research Institute EuropeVerified email at honda-ri.de
Gianluca BaldassarreSenior Researcher, Institute of Cognitive Sciences and Tecnologies, Italian National ResearchVerified email at istc.cnr.it
Fabian SchrodtUniversity of TuebingenVerified email at uni-tuebingen.de
Jaume BacarditReader in Machine Learning, Newcastle UniversityVerified email at newcastle.ac.uk
Cristiano CastelfranchiInstitute of Cognitive Sciences and Technologies - CNRVerified email at istc.cnr.it
Tobias MeilingerMax Planck Institute for Biological CyberneticsVerified email at tuebingen.mpg.de
Tim KovacsUniversity of BristolVerified email at cs.bris.ac.uk
Andrea KieselUniversity of FreiburgVerified email at psychologie.uni-freiburg.de
Daniele LoiaconoPolitecnico di MilanoVerified email at polimi.it
Heinrich H. BülthoffDirector at Max Planck Institute for Biological CyberneticsVerified email at tuebingen.mpg.de
Wilfried KundeProfessor of Psychology, University of WuerzburgVerified email at psychologie.uni-wuerzburg.de
Julian TogeliusAssociate Professor of Computer Science and Engineering, New York University; co-founder, modl.aiVerified email at nyu.edu
Mike PreussUniversiteit LeidenVerified email at liacs.leidenuniv.nl

Martin V. Butz

Professor of Cognitive Modeling, Computer Science, Psychology, Eberhard Karls Universität Tübingen

Verified email at uni-tuebingen.de - Homepage

Cognitive Science Machine Learning Cognitive Models Anticipation Bayesian Modeling


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
An algorithmic description of XCS MV Butz, SW Wilson Soft Computing 6 (3), 144-153, 2002	645	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	254	2004
Rule-based evolutionary online learning systems MV Butz Springer-Verlag, 2006	214	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	122	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	119	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	116	2010
Anticipatory behavior in adaptive learning systems: Foundations, Theories, and Systems MV Butz, O Sigaud, P Gérard Springer-Verlag Berlin Heidelberg, 2003	115	2003
Internal models and anticipations in adaptive learning systems MV Butz, O Sigaud, P Gerard Anticipatory behavior in adaptive learning systems, 86-109, 2003	115	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	106	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	105	2005
Anticipatory learning classifier systems MV Butz Springer Science & Business Media, 2002	105	2002
Data mining in learning classifier systems: comparing XCS with GAssist J Bacardit, MV Butz Learning Classifier Systems, 282-290, 2003	103	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	95	2007
How XCS evolves accurate classifiers MV Butz, T Kovacs, PL Lanzi, SW Wilson Proceedings of the Third Genetic and Evolutionary Computation Conference …, 2001	88	2001
Tournament selection: Stable fitness pressure in XCS MV Butz, K Sastry, DE Goldberg Genetic and Evolutionary Computation Conference, 1857-1869, 2003	83	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	81	2005
Habitual and goal-directed factors in (everyday) object handling O Herbort, MV Butz Experimental Brain Research 213 (4), 371, 2011	68	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	64	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	64	2006
Anticipations control behavior: Animal behavior in an anticipatory learning classifier system MV Butz, J Hoffmann SAGE Publications 10 (2), 75-96, 2002	61	2002

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow this author

Cited by

Co-authors