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ORCIDPatrick O. Stalph
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2010 – 2019
- 2014
[b1]Patrick O. Stalph:
Analysis and design of machine learning techniques: evolutionary solutions for regression, prediction, and control problems. Eberhard Karls University of Tübingen, Springer Vieweg 2014, ISBN 978-3-658-04936-2, pp. 1-154- [j4]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. 22(1): 139-158 (2014) - 2012
- [j3]Patrick O. Stalph, Jérémie Rubinsztajn, Olivier Sigaud, Martin V. Butz:
Function approximation with LWPR and XCSF: a comparative study. Evol. Intell. 5(2): 103-116 (2012) - [j2]Patrick O. Stalph, Martin V. Butz:
Learning local linear Jacobians for flexible and adaptive robot arm control. Genet. Program. Evolvable Mach. 13(2): 137-157 (2012) - [j1]Patrick O. Stalph, Xavier Llorà, David E. Goldberg, Martin V. Butz:
Resource management and scalability of the XCSF learning classifier system. Theor. Comput. Sci. 425: 126-141 (2012) - [c12]Jan Kneissler, Patrick O. Stalph, Jan Drugowitsch, Martin V. Butz:
Filtering sensory information with XCSF: improving learning robustness and control performance. GECCO 2012: 871-878 - [c11]Patrick O. Stalph, Martin V. Butz:
Guided evolution in XCSF. GECCO 2012: 911-918 - 2011
- [c10]Martin V. Butz, Patrick O. Stalph:
Modularization of xcsf for multiple output dimensions. GECCO 2011: 1243-1250 - 2010
- [c9]Patrick O. Stalph, Jérémie Rubinsztajn, Olivier Sigaud, Martin V. Butz:
A comparative study: function approximation with LWPR and XCSF. GECCO (Companion) 2010: 1863-1870
2000 – 2009
- 2009
- [c8]Martin V. Butz, Gerulf K. M. Pedersen, Patrick O. Stalph:
Learning sensorimotor control structures with XCSF: redundancy exploitation and dynamic control. GECCO 2009: 1171-1178 - [c7]Patrick O. Stalph, Martin V. Butz, David E. Goldberg, Xavier Llorà:
On the scalability of XCS(F). GECCO 2009: 1315-1322 - [c6]Patrick O. Stalph, Martin V. Butz:
How Fitness Estimates Interact with Reproduction Rates: Towards Variable Offspring Set Sizes in XCSF. IWLCS 2009: 47-56 - [c5]Patrick O. Stalph, Martin V. Butz:
Current XCSF Capabilities and Challenges. IWLCS 2009: 57-69 - [c4]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: 193-200 - 2008
- [c3]Patrick O. Stalph, Marc Ebner, Martin Michel, Bernd Pfaff, Roland Benz:
Multiobjective evolution of a fuzzy controller in a sewage treatment plant. GECCO 2008: 535-536 - [c2]Martin V. Butz, Patrick O. Stalph, Pier Luca Lanzi:
Self-adaptive mutation in XCSF. GECCO 2008: 1365-1372 - [c1]Patrick O. Stalph, Martin V. Butz:
Towards increasing learning speed and robustness of XCSF: experimenting with larger offspring set sizes. GECCO (Companion) 2008: 2023-2030
Coauthor Index
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