Bucket brigade performance: I. Long sequences of classifiers
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Proceedings of the third international conference on Genetic algorithms
Proceedings of the third international conference on Genetic algorithms
A critical review of classifier systems
Proceedings of the third international conference on Genetic algorithms
The emergence of coupled sequences of classifiers
Proceedings of the third international conference on Genetic algorithms
Evolutionary Computation: The Fossil Record
Evolutionary Computation: The Fossil Record
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Introduction to Reinforcement Learning
Introduction to Reinforcement Learning
Properties of the Bucket Brigade
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The Fighter Aircraft LCS: A Case of Different LCS Goals and Techniques
Learning Classifier Systems, From Foundations to Applications
An Algorithmic Description of XCS
IWLCS '00 Revised Papers from the Third International Workshop on Advances in Learning Classifier Systems
Probability-Enhanced Predictions in the Anticipatory Classifier System
IWLCS '00 Revised Papers from the Third International Workshop on Advances in Learning Classifier Systems
A learning system based on genetic adaptive algorithms
A learning system based on genetic adaptive algorithms
Zcs: A zeroth level classifier system
Evolutionary Computation
Classifier fitness based on accuracy
Evolutionary Computation
Flexible learning of problem solving heuristics through adaptive search
IJCAI'83 Proceedings of the Eighth international joint conference on Artificial intelligence - Volume 1
Learning classifier systems: a complete introduction, review, and roadmap
Journal of Artificial Evolution and Applications
Evolutionary approaches to fuzzy modelling for classification
The Knowledge Engineering Review
Learning classifier systems: a complete introduction, review, and roadmap
Journal of Artificial Evolution and Applications
CoXCS: A Coevolutionary Learning Classifier Based on Feature Space Partitioning
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
Improving performance in size-constrained extended classifier systems
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
An examination of evolved behavior in two reinforcement learning systems
Decision Support Systems
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This work suggests two ways of looking at classifier systems; as Genetic Algorithm-based systems, and as Reinforcement Learning-based systems, and argues that the former is more suitable for traditional strength-based systems while the latter is more suitable for accuracy-based XCS. The dissociation of the Genetic Algorithm from policy determination in XCS is noted.