Learning classifier systems

Induction: processes of inference, learning, and discovery

Induction: processes of inference, learning, and discovery

Classifier systems and genetic algorithms

Artificial Intelligence

Integrated architecture for learning, planning, and reacting based on approximating dynamic programming

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

Toward a Model of Intelligence as an Economy of Agents

Machine Learning

Genetic Algorithms in Search, Optimization and Machine Learning

Genetic Algorithms in Search, Optimization and Machine Learning

Introduction to Reinforcement Learning

Introduction to Reinforcement Learning

The anticipatory classifier system and genetic generalization

Natural Computing: an international journal

Classifier Systems and the Animat Problem

Machine Learning

ZCS redux

Evolutionary Computation

Learning Classifier Systems, From Foundations to Applications

Learning Classifier Systems, From Foundations to Applications

Revised Papers from the 4th International Workshop on Advances in Learning Classifier Systems

IWLCS '01 Revised Papers from the 4th International Workshop on Advances in Learning Classifier Systems

Knowledge Growth in an Artificial Animal

Proceedings of the 1st International Conference on Genetic Algorithms

Properties of the Bucket Brigade

Proceedings of the 1st International Conference on Genetic Algorithms

Improving the Performance of Genetic Algorithms in Classifier Systems

Proceedings of the 1st International Conference on Genetic Algorithms

Accuracy-based Neuro And Neuro-fuzzy Classifier Systems

GECCO '02 Proceedings of the Genetic and Evolutionary Computation Conference

An Algorithmic Description of ACS2

IWLCS '01 Revised Papers from the 4th International Workshop on Advances in Learning Classifier Systems

Compact Rulesets from XCSI

IWLCS '01 Revised Papers from the 4th International Workshop on Advances in Learning Classifier Systems

Anticipations control behavior: animal behavior in an anticipatory learning classifier system

Adaptive Behavior

A learning system based on genetic adaptive algorithms

A learning system based on genetic adaptive algorithms

Intelligent behavior as an adaptation to the task environment

Intelligent behavior as an adaptation to the task environment

Accuracy-based learning classifier systems: models, analysis and applications to classification tasks

Evolutionary Computation

Analysis and improvement of fitness exploitation in XCS: bounding models, tournament selection, and bilateral accuracy

Evolutionary Computation

Strength or Accuracy: Credit Assignment in Learning Classifier Systems

Strength or Accuracy: Credit Assignment in Learning Classifier Systems

Applications of Learning Classifier Systems

Applications of Learning Classifier Systems

Toward Optimal Classifier System Performance in Non-Markov Environments

Evolutionary Computation

Classifier prediction based on tile coding

Proceedings of the 8th annual conference on Genetic and evolutionary computation

Learning classifier systems: a survey

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Zcs: A zeroth level classifier system

Evolutionary Computation

Classifier fitness based on accuracy

Evolutionary Computation

Toward a theory of generalization and learning in XCS

IEEE Transactions on Evolutionary Computation

Gradient descent methods in learning classifier systems: improving XCS performance in multistep problems

IEEE Transactions on Evolutionary Computation

Function Approximation With XCS: Hyperellipsoidal Conditions, Recursive Least Squares, and Compaction

IEEE Transactions on Evolutionary Computation