Search results for "XCSF"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
192	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	Prediction update algorithms for XCSF: RLS, Kalman filter, and gain adaptation.	GECCO	2006	DBLP DOI BibTeX RDF	prediction update, Kalman filter, XCS, LCS
163	Trung Hau Tran, Cédric Sanza, Yves Duthen, Thuc Dinh Nguyen	XCSF with computed continuous action.	GECCO	2007	DBLP DOI BibTeX RDF	continuous actions, evolution strategy, XCSF
144	Martin V. Butz, Oliver Herbort	Context-dependent predictions and cognitive arm control with XCSF.	GECCO	2008	DBLP DOI BibTeX RDF	bodyspaces, sensorimotor codes, cognitive systems, population codes, XCSF
137	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	Extending XCSF beyond linear approximation.	GECCO	2005	DBLP DOI BibTeX RDF	XCS, function approximation, least squares, LCS
126	Amin Nikanjam, Adel Torkaman Rahmani	An anticipatory approach to improve XCSF.	GECCO	2006	DBLP DOI BibTeX RDF	anticipatory classifier system, learning classifier system, function approximation, XCSF
126	Daniele Loiacono, Pier Luca Lanzi	Improving generalization in the XCSF classifier system using linear least-squares.	GECCO Workshops	2005	DBLP DOI BibTeX RDF	generalization, learning classifier systems, function approximation, least-squares, XCSF
118	Martin V. Butz, Gerulf K. M. Pedersen, Patrick O. Stalph	Learning sensorimotor control structures with XCSF: redundancy exploitation and dynamic control.	GECCO	2009	DBLP DOI BibTeX RDF	lwpr, learning classifier systems, dynamic systems, XCS, function approximation, recursive least squares
118	Martin V. Butz, Patrick O. Stalph, Pier Luca Lanzi	Self-adaptive mutation in XCSF.	GECCO	2008	DBLP DOI BibTeX RDF	self-adaptation, XCS, mutation, LCS
111	Daniele Loiacono, Andrea Marelli, Pier Luca Lanzi	Support vector regression for classifier prediction.	GECCO	2007	DBLP DOI BibTeX RDF	computed prediction, genetic algorithms, support vector machines, learning classifier systems, XCS
111	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	XCS with computed prediction in continuous multistep environments.	Congress on Evolutionary Computation	2005	DBLP DOI BibTeX RDF
107	Patrick O. Stalph, Martin V. Butz, Gerulf K. M. Pedersen	Controlling a Four Degree of Freedom Arm in 3D Using the XCSF Learning Classifier System.	KI	2009	DBLP DOI BibTeX RDF	LWPR, Autonomous Robot Control, Learning Classifier Systems, Dynamic Systems, XCSF
100	Trung Hau Tran, Cédric Sanza, Yves Duthen	Evolving prediction weights using evolution strategy.	GECCO (Companion)	2008	DBLP DOI BibTeX RDF	evolution strategy, function approximation, XCSF
92	Pier Luca Lanzi, Daniele Loiacono, Matteo Zanini	Evolving Classifiers Ensembles with Heterogeneous Predictors.	IWLCS	2007	DBLP DOI BibTeX RDF
92	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	Classifier prediction based on tile coding.	GECCO	2006	DBLP DOI BibTeX RDF	tile coding, XCS, LCS, RL
92	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	XCS with computed prediction in multistep environments.	GECCO	2005	DBLP DOI BibTeX RDF	generalization, XCS, LCS, RL
74	Daniele Loiacono, Pier Luca Lanzi	Recursive least squares and quadratic prediction in continuous multistep problems.	GECCO (Companion)	2008	DBLP DOI BibTeX RDF	multistep problems, learning classifier systems, recursive least squares
74	Pier Luca Lanzi, Stewart W. Wilson	Using convex hulls to represent classifier conditions.	GECCO	2006	DBLP DOI BibTeX RDF	representation, convex hulls, XCS, LCS
70	Patrick O. Stalph, Jérémie Rubinsztajn, Olivier Sigaud, Martin V. Butz	A comparative study: function approximation with LWPR and XCSF.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	lwpr, function approximation, xcsf
70	Patrick O. Stalph, Martin V. Butz	Towards increasing learning speed and robustness of XCSF: experimenting with larger offspring set sizes.	GECCO (Companion)	2008	DBLP DOI BibTeX RDF	reproduction, learning classifier systems, selection pressure, XCSF
63	Daniele Loiacono, Jan Drugowitsch, Alwyn Barry, Pier Luca Lanzi	Analysis and Improvements of the Classifier Error Estimate in XCSF.	IWLCS	2007	DBLP DOI BibTeX RDF
63	Ali Hamzeh, Adel Rahmani	A Pattern Based Evolutionary Approach to Prediction Computation in XCSF.	ICNC (1)	2006	DBLP DOI BibTeX RDF
63	Ali Hamzeh, Adel Rahmani	An Evolutionary Function Approximation Approach to Compute Prediction in XCSF.	ECML	2005	DBLP DOI BibTeX RDF
37	Patrick O. Stalph, Martin V. Butz, David E. Goldberg, Xavier Llorà	On the scalability of XCS(F).	GECCO	2009	DBLP DOI BibTeX RDF	lwpr, learning classifier systems, xcs, function approximation, recursive least squares
26	Markus Görlich-Bucher, Jörg Hähner	Towards XCSF-based Identification of Physical Disturbances.	LIFELIKE	2022	DBLP BibTeX RDF
26	David Pätzel, Jörg Hähner	The Bayesian learning classifier system: implementation, replicability, comparison with XCSF.	GECCO	2022	DBLP DOI BibTeX RDF
26	Markus Görlich-Bucher, Jörg Hähner	XCSF under limited supervision.	GECCO Companion	2022	DBLP DOI BibTeX RDF
26	Lukas Rosenbauer, David Pätzel, Anthony Stein, Jörg Hähner	Transfer Learning for Automated Test Case Prioritization Using XCSF.	EvoApplications	2021	DBLP DOI BibTeX RDF
26	Jordan T. Bishop, Marcus Gallagher	Optimality-based Analysis of XCSF Compaction in Discrete Reinforcement Learning.	CoRR	2020	DBLP BibTeX RDF
26	Jordan T. Bishop, Marcus Gallagher	Optimality-Based Analysis of XCSF Compaction in Discrete Reinforcement Learning.	PPSN (2)	2020	DBLP DOI BibTeX RDF
26	Lukas Rosenbauer, Anthony Stein, David Pätzel, Jörg Hähner	XCSF for Automatic Test Case Prioritization.	IJCCI	2020	DBLP DOI BibTeX RDF
26	Tim Hansmeier, Paul Kaufmann, Marco Platzner	An adaption mechanism for the error threshold of XCSF.	GECCO Companion	2020	DBLP DOI BibTeX RDF
26	Tim Hansmeier, Paul Kaufmann, Marco Platzner	Enabling XCSF to cope with dynamic environments via an adaptive error threshold.	GECCO Companion	2020	DBLP DOI BibTeX RDF
26	Lukas Rosenbauer, Anthony Stein, David Pätzel, Jörg Hähner	XCSF with Experience Replay for Automatic Test Case Prioritization.	SSCI	2020	DBLP DOI BibTeX RDF
26	Richard John Preen, Stewart W. Wilson, Larry Bull	Autoencoding with XCSF.	CoRR	2019	DBLP BibTeX RDF
26	Anthony Stein, Simon Menssen, Jörg Hähner	What about interpolation?: a radial basis function approach to classifier prediction modeling in XCSF.	GECCO	2018	DBLP DOI BibTeX RDF
26	Anthony Stein, Christian Eymüller, Dominik Rauh, Sven Tomforde, Jörg Hähner	Interpolation-based classifier generation in XCSF.	CEC	2016	DBLP DOI BibTeX RDF
26	Matthias Sommer, Anthony Stein, Jörg Hähner	Ensemble Time Series Forecasting with XCSF.	SASO	2016	DBLP DOI BibTeX RDF
26	Matthias Sommer, Anthony Stein, Jörg Hähner	Local ensemble weighting in the context of time series forecasting using XCSF.	SSCI	2016	DBLP DOI BibTeX RDF
26	Pier Luca Lanzi, Daniele Loiacono	XCSF with tile coding in discontinuous action-value landscapes.	Evol. Intell.	2015	DBLP DOI BibTeX RDF
26	Jan Kneissler, Patrick O. Stalph, Jan Drugowitsch, Martin V. Butz	Filtering Sensory Information with XCSF: Improving Learning Robustness and Robot Arm Control Performance.	Evol. Comput.	2014	DBLP DOI BibTeX RDF
26	Richard Preen, Larry Bull	Discrete and fuzzy dynamical genetic programming in the XCSF learning classifier system.	Soft Comput.	2014	DBLP DOI BibTeX RDF
26	Richard Preen, Larry Bull	Dynamical Genetic Programming in XCSF.	Evol. Comput.	2013	DBLP DOI BibTeX RDF
26	Patrick O. Stalph, Jérémie Rubinsztajn, Olivier Sigaud, Martin V. Butz	Function approximation with LWPR and XCSF: a comparative study.	Evol. Intell.	2012	DBLP DOI BibTeX RDF
26	Martin V. Butz, Olivier Sigaud	XCSF with local deletion: preventing detrimental forgetting.	Evol. Intell.	2012	DBLP DOI BibTeX RDF
26	Patrick O. Stalph, Xavier Llorà, David E. Goldberg, Martin V. Butz	Resource management and scalability of the XCSF learning classifier system.	Theor. Comput. Sci.	2012	DBLP DOI BibTeX RDF
26	Richard Preen, Larry Bull	Discrete and Fuzzy Dynamical Genetic Programming in the XCSF Learning Classifier System	CoRR	2012	DBLP BibTeX RDF
26	Richard Preen, Larry Bull	Fuzzy Dynamical Genetic Programming in XCSF	CoRR	2012	DBLP BibTeX RDF
26	Jan Kneissler, Patrick O. Stalph, Jan Drugowitsch, Martin V. Butz	Filtering sensory information with XCSF: improving learning robustness and control performance.	GECCO	2012	DBLP DOI BibTeX RDF
26	Po-Ming Lee, Yun Teng, Tzu-Chien Hsiao	XCSF for prediction on emotion induced by image based on dimensional theory of emotion.	GECCO (Companion)	2012	DBLP DOI BibTeX RDF
26	Patrick O. Stalph, Martin V. Butz	Guided evolution in XCSF.	GECCO	2012	DBLP DOI BibTeX RDF
26	Richard Preen, Larry Bull	Arithmetic dynamical genetic programming in the XCSF Learning Classifier System.	IEEE Congress on Evolutionary Computation	2011	DBLP DOI BibTeX RDF
26	Martin V. Butz, Patrick O. Stalph	Modularization of xcsf for multiple output dimensions.	GECCO	2011	DBLP DOI BibTeX RDF
26	Didier Marin, Jérémie Decock, Lionel Rigoux, Olivier Sigaud	Learning cost-efficient control policies with XCSF: generalization capabilities and further improvement.	GECCO	2011	DBLP DOI BibTeX RDF
26	Martin V. Butz, Olivier Sigaud	XCSF with local deletion: preventing detrimental forgetting.	GECCO (Companion)	2011	DBLP DOI BibTeX RDF
26	Mohammad Behdad, Tim French 0002, Luigi Barone, Mohammed Bennamoun	PCA for improving the performance of XCSF in classification of high-dimensional problems.	GECCO (Companion)	2011	DBLP DOI BibTeX RDF
26	Richard Preen, Larry Bull	Fuzzy dynamical genetic programming in XCSF.	GECCO (Companion)	2011	DBLP DOI BibTeX RDF
26	Guillaume Sicard, Camille Salaün, Serena Ivaldi, Vincent Padois, Olivier Sigaud	Learning the velocity kinematics of ICUB for model-based control: XCSF versus LWPR.	Humanoids	2011	DBLP DOI BibTeX RDF
26	Gerard David Howard, Larry Bull, Pier Luca Lanzi	A spiking neural representation for XCSF.	IEEE Congress on Evolutionary Computation	2010	DBLP DOI BibTeX RDF
26	Gerard David Howard, Larry Bull, Pier Luca Lanzi	Towards continuous actions in continuous space and time using self-adaptive constructivism in neural XCSF.	GECCO	2009	DBLP DOI BibTeX RDF	continuous environments, neural networks, learning classifier systems, self-adaptation, constructivism
26	Patrick O. Stalph, Martin V. Butz	How Fitness Estimates Interact with Reproduction Rates: Towards Variable Offspring Set Sizes in XCSF.	IWLCS	2009	DBLP DOI BibTeX RDF
26	Gerard David Howard, Larry Bull, Pier Luca Lanzi	Use of a Connection-Selection Scheme in Neural XCSF.	IWLCS	2009	DBLP DOI BibTeX RDF
26	Patrick O. Stalph, Martin V. Butz	Current XCSF Capabilities and Challenges.	IWLCS	2009	DBLP DOI BibTeX RDF
26	Gerard David Howard, Larry Bull, Pier Luca Lanzi	Self-adaptive constructivism in Neural XCS and XCSF.	GECCO	2008	DBLP DOI BibTeX RDF	neural networks, reinforcement learning, learning classifier systems, self-adaptation, constructivism
26	Gerard David Howard, Larry Bull	On the effects of node duplication and connection-oriented constructivism in neural XCSF.	GECCO (Companion)	2008	DBLP DOI BibTeX RDF	neural networks, reinforcement learning, learning classifier systems, self-adaptation, constructivism
26	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	Generalization in the XCSF Classifier System: Analysis, Improvement, and Extension.	Evol. Comput.	2007	DBLP DOI BibTeX RDF
26	Pier Luca Lanzi, Daniele Loiacono	XCSF with Neural Prediction.	IEEE Congress on Evolutionary Computation	2006	DBLP DOI BibTeX RDF
18	Stewart W. Wilson	Classifier Conditions Using Gene Expression Programming.	IWLCS	2007	DBLP DOI BibTeX RDF
18	Pier Luca Lanzi, Daniele Loiacono	Standard and averaging reinforcement learning in XCS.	GECCO	2006	DBLP DOI BibTeX RDF	XCS, gradient descent, LCS, RL
18	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	XCS with computed prediction for the learning of Boolean functions.	Congress on Evolutionary Computation	2005	DBLP DOI BibTeX RDF
18	Martin V. Butz	Kernel-based, ellipsoidal conditions in the real-valued XCS classifier system.	GECCO	2005	DBLP DOI BibTeX RDF	piece-wise linear approximation, radial bases, learning classifier systems, XCS, function approximation, GAs
18	Pierre Gérard, Olivier Sigaud	Designing Efficient Exploration with MACS: Modules and Function Approximation.	GECCO	2003	DBLP DOI BibTeX RDF