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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006, pp. 1505-1512, 2006, ACM, 1-59593-186-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007, pp. 1861-1869, 2007, ACM, 978-1-59593-697-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008, pp. 1357-1364, 2008, ACM, 978-1-60558-130-9. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Proceedings, Washington DC, USA, June 25-29, 2005, pp. 1827-1834, 2005, ACM, 1-59593-010-8. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
XCS, function approximation, least squares, LCS |
126 | Amin Nikanjam, Adel Torkaman Rahmani |
An anticipatory approach to improve XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006, pp. 1595-1596, 2006, ACM, 1-59593-186-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO Workshops ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Workshop Proceedings, Washington DC, USA, June 25-26, 2005, pp. 374-377, 2005, ACM. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009, pp. 1171-1178, 2009, ACM, 978-1-60558-325-9. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008, pp. 1365-1372, 2008, ACM, 978-1-60558-130-9. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
self-adaptation, XCS, mutation, LCS |
111 | Daniele Loiacono, Andrea Marelli, Pier Luca Lanzi |
Support vector regression for classifier prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007, pp. 1806-1813, 2007, ACM, 978-1-59593-697-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Congress on Evolutionary Computation ![In: Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2005, 2-4 September 2005, Edinburgh, UK, pp. 2032-2039, 2005, IEEE, 0-7803-9363-5. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KI ![In: KI 2009: Advances in Artificial Intelligence, 32nd Annual German Conference on AI, Paderborn, Germany, September 15-18, 2009. Proceedings, pp. 193-200, 2009, Springer, 978-3-642-04616-2. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (Companion) ![In: Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008, Companion Material, pp. 2009-2016, 2008, ACM, 978-1-60558-131-6. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
evolution strategy, function approximation, XCSF |
92 | Pier Luca Lanzi, Daniele Loiacono, Matteo Zanini |
Evolving Classifiers Ensembles with Heterogeneous Predictors. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Learning Classifier Systems, 10th International Workshop, IWLCS 2006, Seattle, MA, USA, July 8, 2006 and 11th International Workshop, IWLCS 2007, London, UK, July 8, 2007, Revised Selected Papers, pp. 218-234, 2007, Springer, 978-3-540-88137-7. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
92 | Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg |
Classifier prediction based on tile coding. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006, pp. 1497-1504, 2006, ACM, 1-59593-186-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Proceedings, Washington DC, USA, June 25-29, 2005, pp. 1859-1866, 2005, ACM, 1-59593-010-8. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (Companion) ![In: Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008, Companion Material, pp. 1985-1992, 2008, ACM, 978-1-60558-131-6. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006, pp. 1481-1488, 2006, ACM, 1-59593-186-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (Companion) ![In: Genetic and Evolutionary Computation Conference, GECCO 2010, Proceedings, Portland, Oregon, USA, July 7-11, 2010, Companion Material, pp. 1863-1870, 2010, ACM, 978-1-4503-0073-5. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (Companion) ![In: Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008, Companion Material, pp. 2023-2030, 2008, ACM, 978-1-60558-131-6. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Learning Classifier Systems, 10th International Workshop, IWLCS 2006, Seattle, MA, USA, July 8, 2006 and 11th International Workshop, IWLCS 2007, London, UK, July 8, 2007, Revised Selected Papers, pp. 117-135, 2007, Springer, 978-3-540-88137-7. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
63 | Ali Hamzeh, Adel Rahmani |
A Pattern Based Evolutionary Approach to Prediction Computation in XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICNC (1) ![In: Advances in Natural Computation, Second International Conference, ICNC 2006, Xi'an, China, September 24-28, 2006. Proceedings, Part I, pp. 686-695, 2006, Springer, 3-540-45901-4. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
63 | Ali Hamzeh, Adel Rahmani |
An Evolutionary Function Approximation Approach to Compute Prediction in XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ECML ![In: Machine Learning: ECML 2005, 16th European Conference on Machine Learning, Porto, Portugal, October 3-7, 2005, Proceedings, pp. 584-592, 2005, Springer, 3-540-29243-8. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
37 | Patrick O. Stalph, Martin V. Butz, David E. Goldberg, Xavier Llorà |
On the scalability of XCS(F). ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009, pp. 1315-1322, 2009, ACM, 978-1-60558-325-9. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
LIFELIKE ![In: Proceedings of the LIFELIKE 2022 - 10th Edition in the Evolution of the Workshop Series of Autonomously Learning and Optimizing Systems (SAOS) co-located with 2022 Conference on Artificial Life (ALIFE 2022), Online, July 20th, 2022, 2022, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP BibTeX RDF |
|
26 | David Pätzel, Jörg Hähner |
The Bayesian learning classifier system: implementation, replicability, comparison with XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9 - 13, 2022, pp. 413-421, 2022, ACM, 978-1-4503-9237-2. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
26 | Markus Görlich-Bucher, Jörg Hähner |
XCSF under limited supervision. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO Companion ![In: GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9 - 13, 2022, pp. 2080-2085, 2022, ACM, 978-1-4503-9268-6. The full citation details ...](Pics/full.jpeg) |
2022 |
DBLP DOI BibTeX RDF |
|
26 | Lukas Rosenbauer, David Pätzel, Anthony Stein, Jörg Hähner |
Transfer Learning for Automated Test Case Prioritization Using XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EvoApplications ![In: Applications of Evolutionary Computation - 24th International Conference, EvoApplications 2021, Held as Part of EvoStar 2021, Virtual Event, April 7-9, 2021, Proceedings, pp. 681-696, 2021, Springer, 978-3-030-72698-0. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP DOI BibTeX RDF |
|
26 | Jordan T. Bishop, Marcus Gallagher |
Optimality-based Analysis of XCSF Compaction in Discrete Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2009.01476, 2020. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP BibTeX RDF |
|
26 | Jordan T. Bishop, Marcus Gallagher |
Optimality-Based Analysis of XCSF Compaction in Discrete Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PPSN (2) ![In: Parallel Problem Solving from Nature - PPSN XVI - 16th International Conference, PPSN 2020, Leiden, The Netherlands, September 5-9, 2020, Proceedings, Part II, pp. 471-484, 2020, Springer, 978-3-030-58114-5. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
|
26 | Lukas Rosenbauer, Anthony Stein, David Pätzel, Jörg Hähner |
XCSF for Automatic Test Case Prioritization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCCI ![In: Proceedings of the 12th International Joint Conference on Computational Intelligence, IJCCI 2020, Budapest, Hungary, November 2-4, 2020., pp. 49-58, 2020, SCITEPRESS, 978-989-758-475-6. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
|
26 | Tim Hansmeier, Paul Kaufmann, Marco Platzner |
An adaption mechanism for the error threshold of XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO Companion ![In: GECCO '20: Genetic and Evolutionary Computation Conference, Companion Volume, Cancún, Mexico, July 8-12, 2020, pp. 1756-1764, 2020, ACM, 978-1-4503-7127-8. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
|
26 | Tim Hansmeier, Paul Kaufmann, Marco Platzner |
Enabling XCSF to cope with dynamic environments via an adaptive error threshold. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO Companion ![In: GECCO '20: Genetic and Evolutionary Computation Conference, Companion Volume, Cancún, Mexico, July 8-12, 2020, pp. 125-126, 2020, ACM, 978-1-4503-7127-8. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
|
26 | Lukas Rosenbauer, Anthony Stein, David Pätzel, Jörg Hähner |
XCSF with Experience Replay for Automatic Test Case Prioritization. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SSCI ![In: 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, Canberra, Australia, December 1-4, 2020, pp. 1307-1314, 2020, IEEE, 978-1-7281-2547-3. The full citation details ...](Pics/full.jpeg) |
2020 |
DBLP DOI BibTeX RDF |
|
26 | Richard John Preen, Stewart W. Wilson, Larry Bull |
Autoencoding with XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1910.10579, 2019. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018, pp. 537-544, 2018, ACM. The full citation details ...](Pics/full.jpeg) |
2018 |
DBLP DOI BibTeX RDF |
|
26 | Anthony Stein, Christian Eymüller, Dominik Rauh, Sven Tomforde, Jörg Hähner |
Interpolation-based classifier generation in XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CEC ![In: IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016, pp. 3990-3998, 2016, IEEE, 978-1-5090-0623-6. The full citation details ...](Pics/full.jpeg) |
2016 |
DBLP DOI BibTeX RDF |
|
26 | Matthias Sommer, Anthony Stein, Jörg Hähner |
Ensemble Time Series Forecasting with XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SASO ![In: 10th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2016, Augsburg, Germany, September 12-16, 2016, pp. 150-151, 2016, IEEE Computer Society, 978-1-5090-3534-2. The full citation details ...](Pics/full.jpeg) |
2016 |
DBLP DOI BibTeX RDF |
|
26 | Matthias Sommer, Anthony Stein, Jörg Hähner |
Local ensemble weighting in the context of time series forecasting using XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SSCI ![In: 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, December 6-9, 2016, pp. 1-8, 2016, IEEE, 978-1-5090-4240-1. The full citation details ...](Pics/full.jpeg) |
2016 |
DBLP DOI BibTeX RDF |
|
26 | Pier Luca Lanzi, Daniele Loiacono |
XCSF with tile coding in discontinuous action-value landscapes. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Evol. Intell. ![In: Evol. Intell. 8(2-3), pp. 117-132, 2015. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Evol. Comput. ![In: Evol. Comput. 22(1), pp. 139-158, 2014. The full citation details ...](Pics/full.jpeg) |
2014 |
DBLP DOI BibTeX RDF |
|
26 | Richard Preen, Larry Bull |
Discrete and fuzzy dynamical genetic programming in the XCSF learning classifier system. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Soft Comput. ![In: Soft Comput. 18(1), pp. 153-167, 2014. The full citation details ...](Pics/full.jpeg) |
2014 |
DBLP DOI BibTeX RDF |
|
26 | Richard Preen, Larry Bull |
Dynamical Genetic Programming in XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Evol. Comput. ![In: Evol. Comput. 21(3), pp. 361-387, 2013. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Evol. Intell. ![In: Evol. Intell. 5(2), pp. 103-116, 2012. The full citation details ...](Pics/full.jpeg) |
2012 |
DBLP DOI BibTeX RDF |
|
26 | Martin V. Butz, Olivier Sigaud |
XCSF with local deletion: preventing detrimental forgetting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Evol. Intell. ![In: Evol. Intell. 5(2), pp. 117-127, 2012. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Theor. Comput. Sci. ![In: Theor. Comput. Sci. 425, pp. 126-141, 2012. The full citation details ...](Pics/full.jpeg) |
2012 |
DBLP DOI BibTeX RDF |
|
26 | Richard Preen, Larry Bull |
Discrete and Fuzzy Dynamical Genetic Programming in the XCSF Learning Classifier System ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1201.5604, 2012. The full citation details ...](Pics/full.jpeg) |
2012 |
DBLP BibTeX RDF |
|
26 | Richard Preen, Larry Bull |
Fuzzy Dynamical Genetic Programming in XCSF ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/1204.4202, 2012. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA, July 7-11, 2012, pp. 871-878, 2012, ACM, 978-1-4503-1177-9. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (Companion) ![In: Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA, July 7-11, 2012, Companion Material Proceedings, pp. 375-382, 2012, ACM, 978-1-4503-1178-6. The full citation details ...](Pics/full.jpeg) |
2012 |
DBLP DOI BibTeX RDF |
|
26 | Patrick O. Stalph, Martin V. Butz |
Guided evolution in XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO '12, Philadelphia, PA, USA, July 7-11, 2012, pp. 911-918, 2012, ACM, 978-1-4503-1177-9. The full citation details ...](Pics/full.jpeg) |
2012 |
DBLP DOI BibTeX RDF |
|
26 | Richard Preen, Larry Bull |
Arithmetic dynamical genetic programming in the XCSF Learning Classifier System. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Congress on Evolutionary Computation ![In: Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011, pp. 1428-1435, 2011, IEEE, 978-1-4244-7834-7. The full citation details ...](Pics/full.jpeg) |
2011 |
DBLP DOI BibTeX RDF |
|
26 | Martin V. Butz, Patrick O. Stalph |
Modularization of xcsf for multiple output dimensions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: 13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Proceedings, Dublin, Ireland, July 12-16, 2011, pp. 1243-1250, 2011, ACM, 978-1-4503-0557-0. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: 13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Proceedings, Dublin, Ireland, July 12-16, 2011, pp. 1235-1242, 2011, ACM, 978-1-4503-0557-0. The full citation details ...](Pics/full.jpeg) |
2011 |
DBLP DOI BibTeX RDF |
|
26 | Martin V. Butz, Olivier Sigaud |
XCSF with local deletion: preventing detrimental forgetting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (Companion) ![In: 13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Companion Material Proceedings, Dublin, Ireland, July 12-16, 2011, pp. 383-390, 2011, ACM, 978-1-4503-0690-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (Companion) ![In: 13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Companion Material Proceedings, Dublin, Ireland, July 12-16, 2011, pp. 361-368, 2011, ACM, 978-1-4503-0690-4. The full citation details ...](Pics/full.jpeg) |
2011 |
DBLP DOI BibTeX RDF |
|
26 | Richard Preen, Larry Bull |
Fuzzy dynamical genetic programming in XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (Companion) ![In: 13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Companion Material Proceedings, Dublin, Ireland, July 12-16, 2011, pp. 167-168, 2011, ACM, 978-1-4503-0690-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Humanoids ![In: 11th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2011), Bled, Slovenia, October 26-28, 2011, pp. 570-575, 2011, IEEE, 978-1-61284-866-2. The full citation details ...](Pics/full.jpeg) |
2011 |
DBLP DOI BibTeX RDF |
|
26 | Gerard David Howard, Larry Bull, Pier Luca Lanzi |
A spiking neural representation for XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Congress on Evolutionary Computation ![In: Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010, pp. 1-8, 2010, IEEE, 978-1-4244-6909-3. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009, pp. 1219-1226, 2009, ACM, 978-1-60558-325-9. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Learning Classifier Systems - 11th International Workshop, IWLCS 2008, Atlanta, GA, USA, July 13, 2008, and 12th International Workshop, IWLCS 2009, Montreal, QC, Canada, July 9, 2009, Revised Selected Papers, pp. 47-56, 2009, Springer, 978-3-642-17507-7. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
26 | Gerard David Howard, Larry Bull, Pier Luca Lanzi |
Use of a Connection-Selection Scheme in Neural XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Learning Classifier Systems - 11th International Workshop, IWLCS 2008, Atlanta, GA, USA, July 13, 2008, and 12th International Workshop, IWLCS 2009, Montreal, QC, Canada, July 9, 2009, Revised Selected Papers, pp. 87-106, 2009, Springer, 978-3-642-17507-7. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
26 | Patrick O. Stalph, Martin V. Butz |
Current XCSF Capabilities and Challenges. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Learning Classifier Systems - 11th International Workshop, IWLCS 2008, Atlanta, GA, USA, July 13, 2008, and 12th International Workshop, IWLCS 2009, Montreal, QC, Canada, July 9, 2009, Revised Selected Papers, pp. 57-69, 2009, Springer, 978-3-642-17507-7. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
26 | Gerard David Howard, Larry Bull, Pier Luca Lanzi |
Self-adaptive constructivism in Neural XCS and XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008, pp. 1389-1396, 2008, ACM, 978-1-60558-130-9. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (Companion) ![In: Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008, Companion Material, pp. 1977-1984, 2008, ACM, 978-1-60558-131-6. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Evol. Comput. ![In: Evol. Comput. 15(2), pp. 133-168, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
26 | Pier Luca Lanzi, Daniele Loiacono |
XCSF with Neural Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Congress on Evolutionary Computation ![In: IEEE International Conference on Evolutionary Computation, CEC 2006, part of WCCI 2006, Vancouver, BC, Canada, 16-21 July 2006, pp. 2270-2276, 2006, IEEE, 0-7803-9487-9. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
18 | Stewart W. Wilson |
Classifier Conditions Using Gene Expression Programming. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Learning Classifier Systems, 10th International Workshop, IWLCS 2006, Seattle, MA, USA, July 8, 2006 and 11th International Workshop, IWLCS 2007, London, UK, July 8, 2007, Revised Selected Papers, pp. 206-217, 2007, Springer, 978-3-540-88137-7. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
18 | Pier Luca Lanzi, Daniele Loiacono |
Standard and averaging reinforcement learning in XCS. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006, pp. 1489-1496, 2006, ACM, 1-59593-186-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Congress on Evolutionary Computation ![In: Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2005, 2-4 September 2005, Edinburgh, UK, pp. 588-595, 2005, IEEE, 0-7803-9363-5. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
18 | Martin V. Butz |
Kernel-based, ellipsoidal conditions in the real-valued XCS classifier system. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Proceedings, Washington DC, USA, June 25-29, 2005, pp. 1835-1842, 2005, ACM, 1-59593-010-8. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part II, pp. 1882-1893, 2003, Springer, 3-540-40603-4. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|