Modeling Human Behavior With Integrated Cognitive Architectures

Kevin A. Gluck (Edited by) , Richard W. Pew (Edited by)

This book documents the accomplishments and lessons learned from the Agent-Based Modeling and Behavior Representation Model Comparison. It examines the ability of a range of integrative cognitive modelings architectures to predict human behavior in a com

Contents: Preface. Part I: Overview, Experiments, and Software.K.A. Gluck, R.W. Pew, M.J. Young, Background, Structure, and Preview of the Model Comparison. Y.J. Tenney, D.E. Diller, S. Deutsch, K. Godfrey, The AMBR Experiments: Methodology and Human Benchmark Results. S. Deutsch, D.E. Diller, B. Benyo, L. Feinerman, The Simulation Environment for the AMBR Experiments. Part II: Models of Multitasking and Category Learning.C. Lebiere, Constrained Functionality: Application of the ACT-R Cognitive Architecture to the AMBR Modeling Comparison. W. Zachary, J. Ryder, J. Stokes, F. Glenn, J-C. Le Mentec, T. Santarelli, A COGNET/iGEN Cognitive Model That Mimics Human Performance and Learning in a Simulated Work Environment. R.G. Eggleston, K.L. McCreight, M.J. Young, Distributed Cognition and Situated Behavior. R.S. Chong, R.E. Wray, Inheriting Constraint in Hybrid Cognitive Architectures: Applying the EASE Architecture to Performance and Learning in a Simplified Air Traffic Control Task. Part III: Conclusions, Lessons Learned, and Implications.D.E. Diller, K.A. Gluck, Y.J. Tenney, K. Godfrey, Comparison, Convergence, and Divergence in Models of Multitasking and Category Learning, and in the Architectures Used to Create Them. B.C. Love, In Vivo or In Vitro: Cognitive Architectures and Task-Specific Models. G.E. Campbell, A.E. Bolton, HBR Validation: Integrating Lessons Learned From Multiple Academic Disciplines, Applied Communities, and the AMBR Project. R.W. Pew, K.A. Gluck, S. Deutsch, Accomplishments, Challenges, and Future Directions for Human Behavior Representation.