Reinforcement learning for fuzzy agents: application to a pighouse environment control
New learning paradigms in soft computing
Classifiers that approximate functions
Natural Computing: an international journal
Testing the ecological rationality of base rate neglect
ICSAB Proceedings of the seventh international conference on simulation of adaptive behavior on From animals to animats
Equilibria of the Rescorla--Wagner model
Journal of Mathematical Psychology
Evolutionary Radial Basis Functions for Credit Assessment
Applied Intelligence
Extending XCSF beyond linear approximation
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
XCS with computed prediction in multistep environments
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Standard and averaging reinforcement learning in XCS
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Prediction update algorithms for XCSF: RLS, Kalman filter, and gain adaptation
Proceedings of the 8th 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
Generalization in the XCSF Classifier System: Analysis, Improvement, and Extension
Evolutionary Computation
Support vector regression for classifier prediction
Proceedings of the 9th annual conference on Genetic and evolutionary computation
XCSF with computed continuous action
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Recursive least squares and quadratic prediction in continuous multistep problems
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Evolving prediction weights using evolution strategy
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Co-operative Co-evolutionary System for Solving Dynamic VRPTW Problems with Crisis Situations
HoloMAS '07 Proceedings of the 3rd international conference on Industrial Applications of Holonic and Multi-Agent Systems: Holonic and Multi-Agent Systems for Manufacturing
Analysis and Improvements of the Classifier Error Estimate in XCSF
Learning Classifier Systems
Evolving Classifiers Ensembles with Heterogeneous Predictors
Learning Classifier Systems
Facetwise analysis of XCS for problems with class imbalances
IEEE Transactions on Evolutionary Computation
Self-adaptation of learning rate in XCS working in noisy and dynamic environments
Computers in Human Behavior
An evolutionary function approximation approach to compute prediction in XCSF
ECML'05 Proceedings of the 16th European conference on Machine Learning
A New Architecture for Learning Classifier Systems to Solve POMDP Problems
Fundamenta Informaticae
New analysis and algorithm for learning with drifting distributions
ALT'12 Proceedings of the 23rd international conference on Algorithmic Learning Theory
Learning classifier system with average reward reinforcement learning
Knowledge-Based Systems
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