Applications of Learning Classifier Systems

Hyper-heuristics and classifier systems for solving 2D-regular cutting stock problems

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation

Evolving classifiers on field programmable gate arrays: migrating XCS to FPGAs

Journal of Systems Architecture: the EUROMICRO Journal - Special issue: Nature-inspired applications and systems

Learning classifier systems

Proceedings of the 9th annual conference companion on Genetic and evolutionary computation

Initial results from the use of learning classifier systems to control in vitro neuronal networks

Proceedings of the 9th annual conference on Genetic and evolutionary computation

Empirical analysis of generalization and learning in XCS with gradient descent

Proceedings of the 9th annual conference on Genetic and evolutionary computation

Towards clustering with XCS

Proceedings of the 9th annual conference on Genetic and evolutionary computation

A formal framework and extensions for function approximation in learning classifier systems

Machine Learning

Towards unconventional computing through simulated evolution: Control of nonlinear media by a learning classifier system

Artificial Life

New approach for extracting knowledge from the XCS learning classifier system

International Journal of Hybrid Intelligent Systems

Learning classifier systems

Proceedings of the 10th annual conference companion on Genetic and evolutionary computation

Context-dependent predictions and cognitive arm control with XCSF

Proceedings of the 10th annual conference on Genetic and evolutionary computation

A Framework for Adaptive and Integrated Classification

ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing

Learning Classifier Systems: Looking Back and Glimpsing Ahead

Learning Classifier Systems

Analysing Learning Classifier Systems in Reactive and Non-reactive Robotic Tasks

Learning Classifier Systems

Using Self-Organizing Maps with Learning Classifier System for Intrusion Detection

PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence

Introduction to the special issue on learning classifier systems

Natural Computing: an international journal

A grid data mining architecture for learning classifier systems

WSEAS Transactions on Computers

Supervised learning classifier systems for grid data mining

CIS'09 Proceedings of the international conference on Computational and information science 2009

Evolving optimal inspectable strategies for spoken dialogue systems

NAACL-Short '06 Proceedings of the Human Language Technology Conference of the NAACL, Companion Volume: Short Papers

Agent Smith: towards an evolutionary rule-based agent for interactive dynamic games

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

RAMP: a rule-based agent for Ms. Pac-Man

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

On the problems of using learning classifier systems for fraud detection

Proceedings of the 12th annual conference on Genetic and evolutionary computation

An investigation of real-valued accuracy-based learning classifier systems for electronic fraud detection

Proceedings of the 12th annual conference companion on Genetic and evolutionary computation

Learning classifier systems

Proceedings of the 12th annual conference companion on Genetic and evolutionary computation

XCS revisited: a novel discovery component for the eXtended classifier system

SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning

PCA for improving the performance of XCSR in classification of high-dimensional problems

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation

Extracting adaptation strategies for e-learning programs with XCS

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation

Learning classifier systems

Proceedings of the 13th annual conference companion on Genetic and evolutionary computation

Towards a mapping of modern AIS and LCS

ICARIS'11 Proceedings of the 10th international conference on Artificial immune systems

Determining solution space characteristics for real-time strategy games and characterizing winning strategies

International Journal of Computer Games Technology

Multiagent systems and information retrieval our experience with X.MAS

Expert Systems with Applications: An International Journal

A review of long-term memory in natural and synthetic systems

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems

Filtering sensory information with XCSF: improving learning robustness and control performance

Proceedings of the 14th annual conference on Genetic and evolutionary computation

Better manufacturing process organization using multi-agent self-organization and co-evolutionary classifier systems: The multibar problem

Applied Soft Computing

Filtering sensory information with xcsf: Improving learning robustness and robot arm control performance

Evolutionary Computation