Patrick O. Stalph

17 papers A 7Misc 1Journal 4Unranked 4

Year	Rank	Type	Title / 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