Induction: processes of inference, learning, and discovery
Induction: processes of inference, learning, and discovery
Parallel implementation of genetic algorithms in a classifier system
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Classifier systems and genetic algorithms
Artificial Intelligence
Concerning the emergence of tag-mediated lookahead in classifier systems
CNLS '89 Proceedings of the ninth annual international conference of the Center for Nonlinear Studies on Self-organizing, Collective, and Cooperative Phenomena in Natural and Artificial Computing Networks on Emergent computation
Probability Matching, the Magnitude of Reinforcement, and Classifier System Bidding
Machine Learning - Special issue on genetic algorithms
Proceedings of the seventh international conference (1990) on Machine learning
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
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Genetic programming II: automatic discovery of reusable programs
Genetic programming II: automatic discovery of reusable programs
Robot shaping: developing autonomous agents through learning
Artificial Intelligence
Hidden order: how adaptation builds complexity
Hidden order: how adaptation builds complexity
Toward a Model of Intelligence as an Economy of Agents
Machine Learning
Catching Ourselves in the Act: Situated Activity, Interactive Emergence, Evolution, and Human Thought
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
A Tale of Two Classifier Systems
Machine Learning
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
A Roadmap to the Last Decade of Learning Classifier System Research
Learning Classifier Systems, From Foundations to Applications
Learning Classifier Systems, From Foundations to Applications
Do We Really Need to Estimate Rule Utilities in Classifier Systems?
Learning Classifier Systems, From Foundations to Applications
Intelligent behavior as an adaptation to the task environment
Intelligent behavior as an adaptation to the task environment
Human Problem Solving
Toward Optimal Classifier System Performance in Non-Markov Environments
Evolutionary Computation
Architecture for an Artificial Immune System
Evolutionary Computation
Zcs: A zeroth level classifier system
Evolutionary Computation
Classifier fitness based on accuracy
Evolutionary Computation
An analysis of generalization in the xcs classifier system
Evolutionary Computation
Some studies in machine learning using the game of checkers
IBM Journal of Research and Development
A Bigger Learning Classifier Systems Bibliography
IWLCS '00 Revised Papers from the Third International Workshop on Advances in Learning Classifier Systems
Strength and Money: An LCS Approach to Increasing Returns
IWLCS '00 Revised Papers from the Third International Workshop on Advances in Learning Classifier Systems
Two Views of Classifier Systems
IWLCS '01 Revised Papers from the 4th 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
CoXCS: A Coevolutionary Learning Classifier Based on Feature Space Partitioning
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
Performance evaluation of evolutionary algorithms for road detection
Proceedings of the 12th annual conference on Genetic and evolutionary computation
A coordination framework based on the sociology of organized action
AAMAS'05 Proceedings of the 2005 international conference on Agents, Norms and Institutions for Regulated Multi-Agent Systems
Learning with configurable operators and RL-based heuristics
NFMCP'12 Proceedings of the First international conference on New Frontiers in Mining Complex Patterns
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We asked "What is a Learning Classifier System" to some of the best-known researchers in the field. These are their answers.