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Modeling Human Behavior With Integrated Cognitive Architectures
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Book Synopsis Modeling Human Behavior With Integrated Cognitive Architectures by : Kevin A. Gluck
Download or read book Modeling Human Behavior With Integrated Cognitive Architectures written by Kevin A. Gluck and published by Psychology Press. This book was released on 2006-04-21 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modeling Human Behavior With Integrated Cognitive Architectures summarizes the results of four years of collaborative research within the Air Force Research Laboratory and the Office of Naval Research.
Book Synopsis Modeling Human Behavior With Integrated Cognitive Architectures by : Kevin A. Gluck
Download or read book Modeling Human Behavior With Integrated Cognitive Architectures written by Kevin A. Gluck and published by Psychology Press. This book was released on 2006-04-21 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: Resulting from the need for greater realism in models of human and organizational behavior in military simulations, there has been increased interest in research on integrative models of human performance, both within the cognitive science community generally, and within the defense and aerospace industries in particular. This book documents accomplishments and lessons learned in a multi-year project to examine the ability of a range of integrated cognitive modeling architectures to explain and predict human behavior in a common task environment that requires multi-tasking and concept learning. This unique project, called the Agent-Based Modeling and Behavior Representation (AMBR) Model Comparison, involved a series of human performance model evaluations in which the processes and performance levels of computational cognitive models were compared to each other and to human operators performing the identical tasks. In addition to quantitative data comparing the performance of the models and real human performance, the book also presents a qualitatively oriented discussion of the practical and scientific considerations that arise in the course of attempting this kind of model development and validation effort. The primary audiences for this book are people in academia, industry, and the military who are interested in explaining and predicting complex human behavior using computational cognitive modeling approaches. The book should be of particular interest to individuals in any sector working in Psychology, Cognitive Science, Artificial Intelligence, Industrial Engineering, System Engineering, Human Factors, Ergonomics and Operations Research. Any technically or scientifically oriented professional or student should find the material fully accessible without extensive mathematical background.
Book Synopsis Integrating Cognitive Architectures into Virtual Character Design by : Turner, Jeremy Owen
Download or read book Integrating Cognitive Architectures into Virtual Character Design written by Turner, Jeremy Owen and published by IGI Global. This book was released on 2016-06-06 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cognitive architectures represent an umbrella term to describe ways in which the flow of thought can be engineered towards cerebral and behavioral outcomes. Cognitive Architectures are meant to provide top-down guidance, a knowledge base, interactive heuristics and concrete or fuzzy policies for which the virtual character can utilize for intelligent interaction with his/her/its situated virtual environment. Integrating Cognitive Architectures into Virtual Character Design presents emerging research on virtual character artificial intelligence systems and procedures and the integration of cognitive architectures. Emphasizing innovative methodologies for intelligent virtual character integration and design, this publication is an ideal reference source for graduate-level students, researchers, and professionals in the fields of artificial intelligence, gaming, and computer science.
Book Synopsis Integrated Models of Cognitive Systems by : Wayne D. Gray
Download or read book Integrated Models of Cognitive Systems written by Wayne D. Gray and published by Oxford University Press. This book was released on 2007-04-19 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: The field of cognitive modeling has progressed beyond modeling cognition in the context of simple laboratory tasks and begun to attack the problem of modeling it in more complex, realistic environments, such as those studied by researchers in the field of human factors. The problems that the cognitive modeling community is tackling focus on modeling certain problems of communication and control that arise when integrating with the external environment factors such as implicit and explicit knowledge, emotion, cognition, and the cognitive system. These problems must be solved in order to produce integrated cognitive models of moderately complex tasks. Architectures of cognition in these tasks focus on the control of a central system, which includes control of the central processor itself, initiation of functional processes, such as visual search and memory retrieval, and harvesting the results of these functional processes. Because the control of the central system is conceptually different from the internal control required by individual functional processes, a complete architecture of cognition must incorporate two types of theories of control: Type 1 theories of the structure, functionality, and operation of the controller, and type 2 theories of the internal control of functional processes, including how and what they communicate to the controller. This book presents the current state of the art for both types of theories, as well as contrasts among current approaches to human-performance models. It will be an important resource for professional and student researchers in cognitive science, cognitive-engineering, and human-factors.Contributors: Kevin A. Gluck, Jerry T. Ball, Michael A. Krusmark, Richard W. Pew, Chris R. Sims, Vladislav D. Veksler, John R. Anderson, Ron Sun, Nicholas L. Cassimatis, Randy J. Brou, Andrew D. Egerton, Stephanie M. Doane, Christopher W. Myers, Hansjorg Neth, Jeremy M Wolfe, Marc Pomplun, Ronald A. Rensink, Hansjorg Neth, Chris R. Sims, Peter M. Todd, Lael J. Schooler, Wai-Tat Fu, Michael C. Mozer, Sachiko Kinoshita, Michael Shettel, Alex Kirlik, Vladislav D. Veksler, Michael J. Schoelles, Jerome R. Busemeyer, Eric Dimperio, Ryan K. Jessup, Jonathan Gratch, Stacy Marsella, Glenn Gunzelmann, Kevin A. Gluck, Scott Price, Hans P. A. Van Dongen, David F. Dinges, Frank E. Ritter, Andrew L. Reifers, Laura Cousino Klein, Michael J. Schoelles, Eva Hudlicka, Hansjorg Neth, Christopher W. Myers, Dana Ballard, Nathan Sprague, Laurence T. Maloney, Julia Trommershauser, Michael S. Landy, A. Hornof, Michael J. Schoelles, David Kieras, Dario D. Salvucci, Niels Taatgen, Erik M. Altmann, Richard A. Carlson, Andrew Howes, Richard L. Lewis, Alonso Vera, Richard P. Cooper, and Michael D. Byrne
Book Synopsis Biologically Inspired Cognitive Architectures 2010 by : BICA Society. Annual Meeting
Download or read book Biologically Inspired Cognitive Architectures 2010 written by BICA Society. Annual Meeting and published by IOS Press. This book was released on 2010 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book presents the proceedings of the First International Conference on Biologically Inspired Cognitive Architectures (BICA 2010), which is also the First Annual Meeting of the BICA Society. A cognitive architecture is a computational framework for the design of intelligent, even conscious, agents. It may draw inspiration from many sources, such as pure mathematics, physics or abstract theories of cognition. A biologically inspired cognitive architecture (BICA) is one which incorporates formal mechanisms from computational models of human and animal cognition, which currently provide the only physical examples with the robustness, flexibility, scalability and consciousness that artificial intelligence aspires to achieve. The BICA approach has several different goals: the broad aim of creating intelligent software systems without focusing on any one area of application; attempting to accurately simulate human behavior or gain an understanding of how the human mind works, either for purely scientific reasons or for applications in a variety of domains; understanding how the brain works at a neuronal and sub-neuronal level; or designing artificial systems which can perform the cognitive tasks important to practical applications in human society, and which at present only humans are capable of. The papers presented in this volume reflect the cross-disciplinarity and integrative nature of the BICA approach and will be of interest to anyone developing their own approach to cognitive architectures. Many insights can be found here for inspiration or to import into one's own architecture, directly or in modified form."--Publisher description.
Book Synopsis Biologically Inspired Cognitive Architectures 2012 by : Antonio Chella
Download or read book Biologically Inspired Cognitive Architectures 2012 written by Antonio Chella and published by Springer Science & Business Media. This book was released on 2012-09-29 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: The challenge of creating a real-life computational equivalent of the human mind requires that we better understand at a computational level how natural intelligent systems develop their cognitive and learning functions. In recent years, biologically inspired cognitive architectures have emerged as a powerful new approach toward gaining this kind of understanding (here “biologically inspired” is understood broadly as “brain-mind inspired”). Still, despite impressive successes and growing interest in BICA, wide gaps separate different approaches from each other and from solutions found in biology. Modern scientific societies pursue related yet separate goals, while the mission of the BICA Society consists in the integration of many efforts in addressing the above challenge. Therefore, the BICA Society shall bring together researchers from disjointed fields and communities who devote their efforts to solving the same challenge, despite that they may “speak different languages”. This will be achieved by promoting and facilitating the transdisciplinary study of cognitive architectures, and in the long-term perspective – creating one unifying widespread framework for the human-level cognitive architectures and their implementations. This book is a proceedings of the Third Annual Meeting of the BICA Society, which was hold in Palermo-Italy from October 31 to November 2, 2012. The book describes recent advances and new challenges around the theme of understanding how to create general-purpose humanlike artificial intelligence using inspirations from studies of the brain and the mind.
Book Synopsis The Soar Cognitive Architecture by : John E. Laird
Download or read book The Soar Cognitive Architecture written by John E. Laird and published by MIT Press. This book was released on 2019-08-20 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: The definitive presentation of Soar, one AI's most enduring architectures, offering comprehensive descriptions of fundamental aspects and new components. In development for thirty years, Soar is a general cognitive architecture that integrates knowledge-intensive reasoning, reactive execution, hierarchical reasoning, planning, and learning from experience, with the goal of creating a general computational system that has the same cognitive abilities as humans. In contrast, most AI systems are designed to solve only one type of problem, such as playing chess, searching the Internet, or scheduling aircraft departures. Soar is both a software system for agent development and a theory of what computational structures are necessary to support human-level agents. Over the years, both software system and theory have evolved. This book offers the definitive presentation of Soar from theoretical and practical perspectives, providing comprehensive descriptions of fundamental aspects and new components. The current version of Soar features major extensions, adding reinforcement learning, semantic memory, episodic memory, mental imagery, and an appraisal-based model of emotion. This book describes details of Soar's component memories and processes and offers demonstrations of individual components, components working in combination, and real-world applications. Beyond these functional considerations, the book also proposes requirements for general cognitive architectures and explicitly evaluates how well Soar meets those requirements.
Book Synopsis The Cambridge Handbook of Computational Psychology by : Ron Sun
Download or read book The Cambridge Handbook of Computational Psychology written by Ron Sun and published by Cambridge University Press. This book was released on 2008-04-28 with total page 767 pages. Available in PDF, EPUB and Kindle. Book excerpt: A cutting-edge reference source for the interdisciplinary field of computational cognitive modeling.
Author :Panel on Modeling Human Behavior and Command Decision Making: Representations for Military Simulations Publisher :National Academies Press ISBN 13 :0309523893 Total Pages :433 pages Book Rating :4.3/5 (95 download)
Book Synopsis Modeling Human and Organizational Behavior by : Panel on Modeling Human Behavior and Command Decision Making: Representations for Military Simulations
Download or read book Modeling Human and Organizational Behavior written by Panel on Modeling Human Behavior and Command Decision Making: Representations for Military Simulations and published by National Academies Press. This book was released on 1998-08-14 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simulations are widely used in the military for training personnel, analyzing proposed equipment, and rehearsing missions, and these simulations need realistic models of human behavior. This book draws together a wide variety of theoretical and applied research in human behavior modeling that can be considered for use in those simulations. It covers behavior at the individual, unit, and command level. At the individual soldier level, the topics covered include attention, learning, memory, decisionmaking, perception, situation awareness, and planning. At the unit level, the focus is on command and control. The book provides short-, medium-, and long-term goals for research and development of more realistic models of human behavior.
Book Synopsis Human Factors in Aviation and Aerospace by : Joseph Keebler
Download or read book Human Factors in Aviation and Aerospace written by Joseph Keebler and published by Academic Press. This book was released on 2022-10-26 with total page 622 pages. Available in PDF, EPUB and Kindle. Book excerpt: **Doody's Core Titles® 2024 in Occupational and Environmental Medicine**This third edition of Human Factors in Aviation and Aerospace is a fully updated and expanded version of the highly successful second edition. Written for the widespread aviation community including students, engineers, scientists, pilots, managers, government personnel, etc., this edition continues to offer a comprehensive overview, including pilot performance, human factors in aircraft design, and vehicles and systems. With new editors, this edition adds chapters on aviator attention and perception, accident investigations, automated systems in civil transport airplanes, and aerospace. Multicontributed by leading professionals in the field, this book is the ultimate resource for anyone in the aviation and aerospace industries. - Uses real-world case examples of dangers and solutions - Includes a new chapter on spaceflight human factors and decision making - Examines future directions for automated systems, in two new, separate chapters
Book Synopsis Advances in Neural Computation, Machine Learning, and Cognitive Research II by : Boris Kryzhanovsky
Download or read book Advances in Neural Computation, Machine Learning, and Cognitive Research II written by Boris Kryzhanovsky and published by Springer. This book was released on 2018-10-06 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes new theories and applications of artificial neural networks, with a special focus on addressing problems in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large-scale neural models, brain–computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XX International Conference on Neuroinformatics, held in Moscow, Russia on October 8–12, 2018.
Book Synopsis Advances in Applied Digital Human Modeling by : Vincent Duffy
Download or read book Advances in Applied Digital Human Modeling written by Vincent Duffy and published by CRC Press. This book was released on 2010-06-09 with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is concerned with digital human modeling. The utility of this area of research is to aid the design of systems that are benefitted from reducing the need for physical prototyping and incorporating ergonomics and human factors earlier in design processes. Digital human models are representations of some aspects of a human that can be ins
Book Synopsis Human Factors in Aviation by : Eduardo Salas
Download or read book Human Factors in Aviation written by Eduardo Salas and published by Academic Press. This book was released on 2010-01-30 with total page 747 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fully updated and expanded, the second edition of Human Factors in Aviation serves the needs of the widespread aviation community - students, engineers, scientists, pilots, managers and government personnel. Offering a comprehensive overview the volume covers topics such as pilot performance, human factors in aircraft design, vehicles and systems and NextGen issues. The need for an up-to-date, scienti?cally rigorous overview is underscored by the frequency with which human factors/crew error cause aviation accidents, pervasiveness of human error in safety breakdowns. Technical and communication advances, diminishing airspace and the priority of aviation safety all contribute to the generation of new human factors problems and the more extensive range of solutions. Now more than ever a solid foundation from which to begin addressing these issues is needed. - New edition thoroughly updated with 50% new material, offering full coverage of NexGen and other modern issues - Liberal use of case examples exposes students to real-world examples of dangers and solutions - Website with study questions and image collection
Book Synopsis Unified Theories of Cognition by : Allen Newell
Download or read book Unified Theories of Cognition written by Allen Newell and published by Harvard University Press. This book was released on 1994 with total page 580 pages. Available in PDF, EPUB and Kindle. Book excerpt: Newell introduces Soar, an architecture for general cognition. A pioneer system in AI, Soar is the first problem-solver to create its own subgoals and learn continuously from its own experience. Its ability to operate within the real-time constraints of intelligent behavior illustrates important characteristics of human cognition.
Book Synopsis Team Effectiveness In Complex Organizations by : Eduardo Salas
Download or read book Team Effectiveness In Complex Organizations written by Eduardo Salas and published by Routledge. This book was released on 2008-11-20 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past 40 years, there has been a growing trend toward the utilization of teams for accomplishing work in organizations. Project teams, self-managed work teams and top management teams, among others have become a regular element in the corporation or military. This volume is intended to provide an overview of the current state of the art research on team effectiveness.
Book Synopsis How to Build a Brain by : Chris Eliasmith
Download or read book How to Build a Brain written by Chris Eliasmith and published by Oxford University Press. This book was released on 2013-04-16 with total page 475 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to Build a Brain provides a detailed exploration of a new cognitive architecture - the Semantic Pointer Architecture - that takes biological detail seriously, while addressing cognitive phenomena. Topics ranging from semantics and syntax, to neural coding and spike-timing-dependent plasticity are integrated to develop the world's largest functional brain model.
Book Synopsis Human Error, Safety and Systems Development by : Philippe Palanque
Download or read book Human Error, Safety and Systems Development written by Philippe Palanque and published by Springer Science & Business Media. This book was released on 2010-02-18 with total page 125 pages. Available in PDF, EPUB and Kindle. Book excerpt: th HESSD 2009 was the 7 IFIP WG 13.5 Working Conference in the series on Human Error, Safety and Systems Development which looks at integration of usability, human factors and human–computer interaction within system - th velopment. This edition was jointly organized with the 8 TAMODIA event on Tasks, Models and Diagrams for User Interface Development. There is an obvious synergy between the two previously separated events, as a rigorous, - gineering approach to user interface development can help in the prevention of human error and the maintenance of safety in critical interactive systems. Following the tradition of HESSD events, the papers in these proceedings address the problem of developing systems that support human interaction with complex, safety-critical applications. The last 30 years have seen a signi?cant reduction in the accident rates across many di?erent industries. Given these achievements, why do we need further research in this area? Recent accidents in a range of industries have increased concern over the design, management and control of safety-critical systems. Therefore, any system that involves human lives in its functioning is subject to safety-criticalaspects. Contributions such as the one by Holloway and Johnson (2004) report that over 80% of accidents in aeronautics are attributed to human error.
