Patrick O. Stalph

According to our database1, Patrick O. Stalph authored at least 17 papers between 2008 and 2014.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2014
Analysis and design of machine learning techniques: evolutionary solutions for regression, prediction, and control problems.
PhD thesis, 2014

Filtering Sensory Information with XCSF: Improving Learning Robustness and Robot Arm Control Performance.
Evol. Comput., 2014

2012
Resource management and scalability of the XCSF learning classifier system.
Theor. Comput. Sci., 2012

Learning local linear Jacobians for flexible and adaptive robot arm control.
Genet. Program. Evolvable Mach., 2012

Function approximation with LWPR and XCSF: a comparative study.
Evol. Intell., 2012

Guided evolution in XCSF.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Filtering sensory information with XCSF: improving learning robustness and control performance.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011
Modularization of xcsf for multiple output dimensions.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
A comparative study: function approximation with LWPR and XCSF.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2009
Controlling a Four Degree of Freedom Arm in 3D Using the XCSF Learning Classifier System.
Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

Current XCSF Capabilities and Challenges.
Proceedings of the Learning Classifier Systems, 2009

How Fitness Estimates Interact with Reproduction Rates: Towards Variable Offspring Set Sizes in XCSF.
Proceedings of the Learning Classifier Systems, 2009

On the scalability of XCS(F).
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Learning sensorimotor control structures with XCSF: redundancy exploitation and dynamic control.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

2008
Multiobjective evolution of a fuzzy controller in a sewage treatment plant.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Towards increasing learning speed and robustness of XCSF: experimenting with larger offspring set sizes.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Self-adaptive mutation in XCSF.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008


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