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Learning classifier systems

Martin V. Butz
2010 Proceedings of the 12th annual conference comp on Genetic and evolutionary computation - GECCO '10  
Learning Classifier Systems use reinforcement learning, evolutionary computing and/or heuristics to develop adaptive systems.  ...  This paper extends the ZCS Learning Classifier System to improve its internal modelling capabilities.  ...  ACKNOWLEDGEMENT Thanks to the members of the Learning Classifier System Group at UWE for many useful discussions during this work.  ... 
doi:10.1145/1830761.1830898 dblp:conf/gecco/Butz10 fatcat:ytrlwhonnnetdjitafvwlcb2se

Learning Classifier Systems

Larry Bull, Pler Luca Lanzi, Wolfgang Stolzmann
2002 Soft Computing - A Fusion of Foundations, Methodologies and Applications  
Learning Classifier Systems use reinforcement learning, evolutionary computing and/or heuristics to develop adaptive systems.  ...  This paper extends the ZCS Learning Classifier System to improve its internal modelling capabilities.  ...  ACKNOWLEDGEMENT Thanks to the members of the Learning Classifier System Group at UWE for many useful discussions during this work.  ... 
doi:10.1007/s005000100110 fatcat:dxn5lz4o6vgh3olkzx4azjlw2e

Learning classifier systems

Martin V. Butz
2008 Proceedings of the 2008 GECCO conference companion on Genetic and evolutionary computation - GECCO '08  
Learning Classifier Systems use reinforcement learning, evolutionary computing and/or heuristics to develop adaptive systems.  ...  This paper extends the ZCS Learning Classifier System to improve its internal modelling capabilities.  ...  ACKNOWLEDGEMENT Thanks to the members of the Learning Classifier System Group at UWE for many useful discussions during this work.  ... 
doi:10.1145/1388969.1389059 dblp:conf/gecco/Butz08 fatcat:tl5mgpw76jaebo57i63n4oawxm

Learning classifier systems

Pier Luca Lanzi
2009 Proceedings of the 11th annual conference companion on Genetic and evolutionary computation conference - GECCO '09  
Learning Classifier Systems use reinforcement learning, evolutionary computing and/or heuristics to develop adaptive systems.  ...  This paper extends the ZCS Learning Classifier System to improve its internal modelling capabilities.  ...  ACKNOWLEDGEMENT Thanks to the members of the Learning Classifier System Group at UWE for many useful discussions during this work.  ... 
doi:10.1145/1570256.1570406 dblp:conf/gecco/Lanzi09 fatcat:pcsno5nxp5f5neqit5qvcxluie

Learning classifier systems

Will N. Browne, Ryan Urbanowicz
2013 Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion - GECCO '13 Companion  
Learning Classifier Systems use reinforcement learning, evolutionary computing and/or heuristics to develop adaptive systems.  ...  This paper extends the ZCS Learning Classifier System to improve its internal modelling capabilities.  ...  ACKNOWLEDGEMENT Thanks to the members of the Learning Classifier System Group at UWE for many useful discussions during this work.  ... 
doi:10.1145/2464576.2483909 dblp:conf/gecco/BrowneU13 fatcat:imns7hwz7vbm5lzny6je26t3n4

Learning classifier systems

Martin V. Butz
2011 Proceedings of the 13th annual conference companion on Genetic and evolutionary computation - GECCO '11  
Learning Classifier Systems use reinforcement learning, evolutionary computing and/or heuristics to develop adaptive systems.  ...  This paper extends the ZCS Learning Classifier System to improve its internal modelling capabilities.  ...  ACKNOWLEDGEMENT Thanks to the members of the Learning Classifier System Group at UWE for many useful discussions during this work.  ... 
doi:10.1145/2001858.2002121 dblp:conf/gecco/Butz11 fatcat:jozv6y67ufbolno63hm5mfxi2i

Learning classifier systems

Martin V. Butz
2007 Proceedings of the 2007 GECCO conference companion on Genetic and evolutionary computation - GECCO '07  
Learning Classifier Systems use reinforcement learning, evolutionary computing and/or heuristics to develop adaptive systems.  ...  This paper extends the ZCS Learning Classifier System to improve its internal modelling capabilities.  ...  ACKNOWLEDGEMENT Thanks to the members of the Learning Classifier System Group at UWE for many useful discussions during this work.  ... 
doi:10.1145/1274000.1274104 dblp:conf/gecco/Butz07 fatcat:sdj2g52wfjbqbp6wmmel7c3ore

Dynamic system classifier

Daniel Pumpe, Maksim Greiner, Ewald Müller, Torsten A. Enßlin
2016 Physical review. E  
To this end, we develop a dynamic system classifier (DSC).  ...  The ω and γ timelines represent the abstract system characterization and permit the construction of efficient signal classifiers.  ...  Now, different observed systems should be classified with respect to the reference classes.  ... 
doi:10.1103/physreve.94.012132 pmid:27575101 fatcat:nv5w3nfsjffs5kno2gdwyloruu

Learning Classifier Systems [chapter]

Tim Kovacs
2004 Strength or Accuracy: Credit Assignment in Learning Classifier Systems  
Learning Classifier Systems use reinforcement learning, evolutionary computing and/or heuristics to develop adaptive systems.  ...  This paper extends the ZCS Learning Classifier System to improve its internal modelling capabilities.  ...  ACKNOWLEDGEMENT Thanks to the members of the Learning Classifier System Group at UWE for many useful discussions during this work.  ... 
doi:10.1007/978-0-85729-416-6_2 fatcat:zen5oko3qrg5dce3bxzsbhgope

Learning Classifier Systems [chapter]

Geoffrey I. Webb, Claude Sammut, Claudia Perlich, Tamás Horváth, Stefan Wrobel, Kevin B. Korb, William Stafford Noble, Christina Leslie, Michail G. Lagoudakis, Novi Quadrianto, Wray L. Buntine, Novi Quadrianto (+9 others)
2011 Encyclopedia of Machine Learning  
Learning Classifier Systems use reinforcement learning, evolutionary computing and/or heuristics to develop adaptive systems.  ...  This paper extends the ZCS Learning Classifier System to improve its internal modelling capabilities.  ...  ACKNOWLEDGEMENT Thanks to the members of the Learning Classifier System Group at UWE for many useful discussions during this work.  ... 
doi:10.1007/978-0-387-30164-8_449 fatcat:z6lgoifyi5ephapyrrrdjoa2pq

Learning Classifier Systems [chapter]

2008 Using Artificial Intelligence in Chemistry and Biology  
Learning Classifier Systems use reinforcement learning, evolutionary computing and/or heuristics to develop adaptive systems.  ...  This paper extends the ZCS Learning Classifier System to improve its internal modelling capabilities.  ...  ACKNOWLEDGEMENT Thanks to the members of the Learning Classifier System Group at UWE for many useful discussions during this work.  ... 
doi:10.1201/9780849384141.ch9 fatcat:6zbqx7caynh4nfatqjqzyt7omy

Multiple Classifier Systems [chapter]

Philippos Mordohai, Gérard Medioni, P. Fua, Arun Ross, Jung Soh, Farzin Deravi, Alessandro Triglia, Alex Bazin, Fabio Roli, Josef Bigun, Besma Roui-Abidi, Mongi Abidi
2009 Encyclopedia of Biometrics  
Andrzej Drygajlo Optimal Classifier Combination Rules for Verification and Identification Systems 387 Sergey Tulyakov, Venu Govindaraju, and Chaohong Wu Feature Subspace Ensembles: A Parallel Classifier  ...  Combination Scheine Using Feature Selection 261 Hugo Silva and Ana Fred Stopping Criteria for Ensemble-Based Feature Selection 271 Terry Windeatt and Matthew Prior Multiple Classifier System  ... 
doi:10.1007/978-0-387-73003-5_148 fatcat:wpal7z55knh3lmhhydkazy2sp4

Learning Classifier Systems [chapter]

A. E. Eiben, J. E. Smith
2003 Natural Computing Series  
Learning Classifier Systems use reinforcement learning, evolutionary computing and/or heuristics to develop adaptive systems.  ...  This paper extends the ZCS Learning Classifier System to improve its internal modelling capabilities.  ...  ACKNOWLEDGEMENT Thanks to the members of the Learning Classifier System Group at UWE for many useful discussions during this work.  ... 
doi:10.1007/978-3-662-05094-1_7 fatcat:pyc25gpi5vgvdjgsvzo2cbnxwa

Learning classifier systems

Pier Luca Lanzi
2014 Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion - GECCO Comp '14  
Learning Classifier Systems use reinforcement learning, evolutionary computing and/or heuristics to develop adaptive systems.  ...  This paper extends the ZCS Learning Classifier System to improve its internal modelling capabilities.  ...  ACKNOWLEDGEMENT Thanks to the members of the Learning Classifier System Group at UWE for many useful discussions during this work.  ... 
doi:10.1145/2598394.2605343 dblp:conf/gecco/Lanzi14 fatcat:xnawsgxyhredtf534uhwwgjtgy

Learning Classifier Systems [chapter]

Martin V. Butz
2015 Springer Handbook of Computational Intelligence  
Learning Classifier Systems use reinforcement learning, evolutionary computing and/or heuristics to develop adaptive systems.  ...  This paper extends the ZCS Learning Classifier System to improve its internal modelling capabilities.  ...  ACKNOWLEDGEMENT Thanks to the members of the Learning Classifier System Group at UWE for many useful discussions during this work.  ... 
doi:10.1007/978-3-662-43505-2_47 fatcat:j5ps4bqpjfbqbhvtbtv5yuo4si
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