Human Behavior Learning and Transfer Xu, Yangsheng
Publisher: Hoboken : CRC Press, 2005.
ISBN: 1420036971
DDC: 153.154
Edition: (electronic bk.)
Summary:
The authors (both of the Chinese U. of Hong Kong) examine the
modeling and transfer of human action and reaction behaviors. They
apply machine learning techniques and statistical analysis towards
abstracting models of human reaction behavior, contending that such
models can be learnt efficiently to emulate complex human control
behaviors in the fee.
Notes:
Cover; Title; Copyright; Preface; Authors; Contents; Chapter 1:
Introduction; Chapter 2: Introduction to Human Reaction Skill
Modeling; Chapter 3: Learning of Human Control Strategy: Continuous
and Discontinuous; Chapter 4: Validation of Human Control Strategy
Models; Chapter 5: Evaluation of Human Control Strategy; Chapter 6:
Performance Optimization of Human Control Strategy; Chapter 7:
Transfer of Human Control Strategy; Chapter 8: Transferring Human
Navigational Skills to Smart Wheelchair; Chapter 9: Introduction to
Human Action Skill Modeling.
Chapter 10: Global Parametric Methods for Dimension ReductionChapter
11: Local Methods for Dimension Reduction; Chapter 12: A Spline
Smoother in Phase Space for Trajectory Fitting; Chapter 13: Analysis
of Human Walking Trajectories for Surveillance; Chapter 14: Modeling
of Facial and Full-Body Actions; Chapter 15: Conclusions; A Appendix
A: Human Control Data; References; Index.
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