Induction: processes of inference, learning, and discovery
Induction: processes of inference, learning, and discovery
Genetic algorithms with sharing for multimodal function optimization
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Bucket brigade performance: II. Default hierarchies
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Bid competition and specificity reconsidered
Complex Systems
Classifier systems that learn internal world models
Machine Language
Proceedings of the seventh international conference (1990) on Machine learning
Proceedings of the seventh international conference (1990) on Machine learning
Letter Recognition Using Holland-Style Adaptive Classifiers
Machine Learning
Proceedings of the first international conference on simulation of adaptive behavior on From animals to animats
Instinct as an inductive bias for learning behavioral sequences
Proceedings of the first international conference on simulation of adaptive behavior on From animals to animats
Lookahead planning and latent learning in a classifier system
Proceedings of the first international conference on simulation of adaptive behavior on From animals to animats
Foundations of genetic algorithms
Foundations of genetic algorithms
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Genetic programming (videotape): the movie
Genetic programming (videotape): the movie
Using transputers to increase speed and flexibility of genetics-based machine learning systems
Euromicro 91 Proceedings of the seventeenth Euromicro conference on Software and hardware : specification and design: specification and design
Training agents to perform sequential behavior
Adaptive Behavior
A hierarchical classifier system implementing a motivationally autonomous animat
SAB94 Proceedings of the third international conference on Simulation of adaptive behavior : from animals to animats 3: from animals to animats 3
A comparison of Q-learning and classifier systems
SAB94 Proceedings of the third international conference on Simulation of adaptive behavior : from animals to animats 3: from animals to animats 3
Robot shaping: developing autonomous agents through learning
Artificial Intelligence
IEA/AIE '94 Proceedings of the 7th international conference on Industrial and engineering applications of artificial intelligence and expert systems
Adding temporary memory to ZCS
Adaptive Behavior
Hidden order: how adaptation builds complexity
Hidden order: how adaptation builds complexity
Zeroth-order shape optimization utilizing a learning classifier system
Zeroth-order shape optimization utilizing a learning classifier system
Classifier systems and economic modeling
APL '96 Proceedings of the conference on Designing the future
Metacognition in software agents using classifier systems
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Between MDPs and semi-MDPs: a framework for temporal abstraction in reinforcement learning
Artificial Intelligence
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Robot Shaping: An Experiment in Behavior Engineering
Robot Shaping: An Experiment in Behavior Engineering
Introduction to Reinforcement Learning
Introduction to Reinforcement Learning
Classifier Systems and the Animat Problem
Machine Learning
Learning to Predict by the Methods of Temporal Differences
Machine Learning
Machine Learning
A Tale of Two Classifier Systems
Machine Learning
Proceedings of the 1st International Conference on Genetic Algorithms
Proceedings of the 1st International Conference on Genetic Algorithms
Proceedings of the 3rd International Conference on Genetic Algorithms
Proceedings of the 3rd International Conference on Genetic Algorithms
Proceedings of the 5th International Conference on Genetic Algorithms
Proceedings of the 5th International Conference on Genetic Algorithms
Properties of the Bucket Brigade
Proceedings of the 1st International Conference on Genetic Algorithms
Dynamic Planning for Classifier Systems
Proceedings of the 5th International Conference on Genetic Algorithms
Relational Schemata: A Way to Improve the Expressiveness of Classifiers
Proceedings of the 6th International Conference on Genetic Algorithms
PPSN V Proceedings of the 5th International Conference on Parallel Problem Solving from Nature
A Learning Classifier System for Three-Dimensional Shape Optimization
PPSN IV Proceedings of the 4th International Conference on Parallel Problem Solving from Nature
Design of a Traffic Junction Controller Using Classifier Systems and Fuzzy Logic
Proceedings of the 6th International Conference on Computational Intelligence, Theory and Applications: Fuzzy Days
An Introduction to Anticipatory Classifier Systems
Learning Classifier Systems, From Foundations to Applications
Strength or Accuracy? Fitness Calculation in Learning Classifier Systems
Learning Classifier Systems, From Foundations to Applications
State of XCS Classifier System Research
Learning Classifier Systems, From Foundations to Applications
Get Real! XCS with Continuous-Valued Inputs
Learning Classifier Systems, From Foundations to Applications
Learning Classifier Systems, From Foundations to Applications
Representation of Music in a Learning Classifier System
ISMIS '97 Proceedings of the 10th International Symposium on Foundations of Intelligent Systems
Adaptive Learning of a Robot Arm
Selected Papers from AISB Workshop on Evolutionary Computing
Credit Assignment for Pole Balancing with Learning Classifier Systems
Proceedings of the 5th International Conference on Genetic Algorithms
Do We Really Need to Estimate Rule Utilities in Classifier Systems?
Learning Classifier Systems, From Foundations to Applications
Empirical studies of default hierarchies and sequences of rules in learning classifier systems
Empirical studies of default hierarchies and sequences of rules in learning classifier systems
Evolution-assisted discovery of sentinel features in epidemiologic surveillance
Evolution-assisted discovery of sentinel features in epidemiologic surveillance
Toward Optimal Classifier System Performance in Non-Markov Environments
Evolutionary Computation
Genetic and non-genetic operators in alecsys
Evolutionary Computation
Zcs: A zeroth level classifier system
Evolutionary Computation
Implicit niching in a learning classifier system: Nature's way
Evolutionary Computation
Memory exploitation in learning classifier systems
Evolutionary Computation
Classifier fitness based on accuracy
Evolutionary Computation
Adaptive learning of process control and profit optimization using a classifier system
Evolutionary Computation
An analysis of generalization in the xcs classifier system
Evolutionary Computation
Proceedings of the 1st annual conference on Genetic and evolutionary computation
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Three-dimensional shape optimization utilizing a learning classifier system
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Reinforcement learning: a survey
Journal of Artificial Intelligence Research
Alternatives for classifier system credit assignment
IJCAI'89 Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1
Behavior analysis and training-a methodology for behaviorengineering
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
What Is a Learning Classifier System?
Learning Classifier Systems, From Foundations to Applications
A Bigger Learning Classifier Systems Bibliography
IWLCS '00 Revised Papers from the Third International Workshop on Advances in Learning Classifier Systems
A Preliminary Investigation of Modified XCS as a Generic Data Mining Tool
IWLCS '01 Revised Papers from the 4th International Workshop on Advances in Learning Classifier Systems
Grammar-Based Classifier System for Recognition of Promoter Regions
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
Learning Classifier System Approach to Natural Language Grammar Induction
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence
A first assessment of the use of extended relational alphabets in accuracy classifier systems
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Playing a toy-grammar with GCS
IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II
Self organizing classifiers and niched fitness
Proceedings of the 15th annual conference on Genetic and evolutionary computation
An examination of evolved behavior in two reinforcement learning systems
Decision Support Systems
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In 1989 Wilson and Goldberg presented a critical review of the first ten years of learning classifier system research. With this paper we review the subsequent ten years of learning classifier systems research, discussing the main achievements and the major research directions pursued in those years.