Patrick O. Stalph

17 papers A 7Misc 1Journal 4Unranked 4
YearRankTypeTitle / Venue / Authors
2014 — —
Analysis and design of machine learning techniques: evolutionary solutions for regression, prediction, and control problems.
Patrick O. Stalph
2014 J jnl
Filtering Sensory Information with XCSF: Improving Learning Robustness and Robot Arm Control Performance.
Evol. Comput.
Jan Kneissler, Patrick O. Stalph, Jan Drugowitsch, Martin V. Butz
2012 A conf
Filtering sensory information with XCSF: improving learning robustness and control performance.
GECCO
Jan Kneissler, Patrick O. Stalph, Jan Drugowitsch, Martin V. Butz
2012 J jnl
Function approximation with LWPR and XCSF: a comparative study.
Evol. Intell.
Patrick O. Stalph, Jérémie Rubinsztajn, Olivier Sigaud, Martin V. Butz
2012 A conf
Guided evolution in XCSF.
GECCO
Patrick O. Stalph, Martin V. Butz
2012 J jnl
Learning local linear Jacobians for flexible and adaptive robot arm control.
Genet. Program. Evolvable Mach.
Patrick O. Stalph, Martin V. Butz
2012 J jnl
Resource management and scalability of the XCSF learning classifier system.
Theor. Comput. Sci.
Patrick O. Stalph, Xavier Llorà, David E. Goldberg, Martin V. Butz
2011 A conf
Modularization of xcsf for multiple output dimensions.
GECCO
Martin V. Butz, Patrick O. Stalph
2010 — conf
A comparative study: function approximation with LWPR and XCSF.
GECCO (Companion)
Patrick O. Stalph, Jérémie Rubinsztajn, Olivier Sigaud, Martin V. Butz
2009 Misc conf
Controlling a Four Degree of Freedom Arm in 3D Using the XCSF Learning Classifier System.
KI
Patrick O. Stalph, Martin V. Butz, Gerulf K. M. Pedersen
2009 — conf
Current XCSF Capabilities and Challenges.
IWLCS
Patrick O. Stalph, Martin V. Butz
2009 — conf
How Fitness Estimates Interact with Reproduction Rates: Towards Variable Offspring Set Sizes in XCSF.
IWLCS
Patrick O. Stalph, Martin V. Butz
2009 A conf
Learning sensorimotor control structures with XCSF: redundancy exploitation and dynamic control.
GECCO
Martin V. Butz, Gerulf K. M. Pedersen, Patrick O. Stalph
2009 A conf
On the scalability of XCS(F).
GECCO
Patrick O. Stalph, Martin V. Butz, David E. Goldberg, Xavier Llorà
2008 A conf
Multiobjective evolution of a fuzzy controller in a sewage treatment plant.
GECCO
Patrick O. Stalph, Marc Ebner, Martin Michel, Bernd Pfaff, Roland Benz
2008 A conf
Self-adaptive mutation in XCSF.
GECCO
Martin V. Butz, Patrick O. Stalph, Pier Luca Lanzi
2008 — conf
Towards increasing learning speed and robustness of XCSF: experimenting with larger offspring set sizes.
GECCO (Companion)
Patrick O. Stalph, Martin V. Butz