Analysis and design of machine learning techniques : evolutionary solutions for regression, prediction, and control problems / Patrick Stalph.
Tipo de material:
TextoEditor: Wiesbaden : Springer Fachmedien Wiesbaden : Springer Vieweg, 2014Descripción: xix, 155 páginas : 62 ilustracionesTipo de contenido: - texto
- computadora
- recurso en línea
- 9783658049379
- TJ210.2-211.495
Contenidos:
Introduction and Motivation -- Introduction to Function Approximation and Regression -- Elementary Features of Local Learning Algorithms -- Algorithmic Description of XCSF -- How and Why XCSF works -- Evolutionary Challenges for XCSF -- Basics of Kinematic Robot Control -- Learning Directional Control of an Anthropomorphic Arm -- Visual Servoing for the iCub -- Summary and Conclusion.
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Springer eBooks
Introduction and Motivation -- Introduction to Function Approximation and Regression -- Elementary Features of Local Learning Algorithms -- Algorithmic Description of XCSF -- How and Why XCSF works -- Evolutionary Challenges for XCSF -- Basics of Kinematic Robot Control -- Learning Directional Control of an Anthropomorphic Arm -- Visual Servoing for the iCub -- Summary and Conclusion.
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