Title: Human behavior learning and transfer /
Authors: Xu, Yangsheng.; Lee, Ka Keung.
Publisher: CRC/Taylor & Francis,
Year: 2006
Subjects: Learning, Psychology of.; Behavior; Artificial Intelligence; Reaction Time; Task Performance and Analysis; Models, Biological; Ergonomics methods
Abstract: "Bridging the gap between human-computer engineering and control engineering. Human Behavior Learning and Transfer delineates how to abstract human action and reaction skills into computational models. The authors include methods for modeling a variety of 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."--Jacket.
Contents: Introduction to human reaction skill modeling -- Learning 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 -- Appendix A : Human control data.