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Human Behavior Learning and Transfer

Sofort lieferbar | Lieferzeit: Sofort lieferbar I
ISBN-13:
9781420036978
Veröffentl:
2005
Seiten:
352
Autor:
Yangsheng Xu
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
2 - DRM Adobe
Sprache:
Englisch
Beschreibung:

Bridging the gap between human-computer engineering and control engineering, this book delineates how to abstract human action and reaction skills into computational models. The authors include methods for modeling human action and reaction behaviors and explore processes for evaluating, optimizing, and transferring human skills. They also cover modeling continuous and discontinuous human control strategy and discuss simulation studies and practical real-life situations. Written in an easily accessible style, the book includes in-depth discussions of a broad range of topics, providing the tools required to formalize human behaviors into algorithmic, machine-coded strategies.
Introduction. Introduction to Human Reaction Skill Modeling. Leaning of Human Control Strategy: Continuous and Discontinuous. Validation of Human Control Strategy Models. Evaluation of Human Control Strategy. Performance Optimization of Human Control Strategy. Transfer of Human Control Strategy. Transferring Human Navigational Skills to Smart Wheelchair. Introduction to Human Action Skill Modeling. Global Parametric Methods for Dimension Reduction. Local Methods for Dimension Reduction. A Spline Smoother in Phase Space for Trajectory Fitting. Analysis of Human Walking Trajectories for Surveillance. Modeling of Facial and Full-Body Actions. Conclusions.

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