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Cognition and Multi-Agent Interaction: From Cognitive Modeling to Social Simulation [Pehme köide]

Edited by (Rensselaer Polytechnic Institute, New York)
  • Formaat: Paperback / softback, 448 pages, kõrgus x laius x paksus: 228x151x20 mm, kaal: 590 g, Worked examples or Exercises
  • Ilmumisaeg: 26-May-2008
  • Kirjastus: Cambridge University Press
  • ISBN-10: 0521728959
  • ISBN-13: 9780521728959
Teised raamatud teemal:
  • Formaat: Paperback / softback, 448 pages, kõrgus x laius x paksus: 228x151x20 mm, kaal: 590 g, Worked examples or Exercises
  • Ilmumisaeg: 26-May-2008
  • Kirjastus: Cambridge University Press
  • ISBN-10: 0521728959
  • ISBN-13: 9780521728959
Teised raamatud teemal:
This book explores the intersection between cognitive sciences and social sciences. In particular, it explores the intersection between individual cognitive modeling and modeling of multi-agent interaction (social stimulation). The two contributing fields - individual cognitive modeling (especially cognitive architectures) and modeling of multi-agent interaction (including social simulation and, to some extent, multi-agent systems) - have seen phenomenal growth in recent years. However, the interaction of these two fields has not been sufficiently developed. We believe that the interaction of the two may be more significant than either alone. They bring with them enormous intellectual capitals. These intellectual capitals can be profitably leveraged in creating true synergy between the two fields, leading to more in-depth studies and better understanding of both individual cognition and sociocultural processes. It is possible that an integrative field of study in cognitive and social sciences is emerging and we are laying the foundation for it.

Muu info

This book explores the intersection between individual cognitive modeling and modeling of multi-agent interaction.
List of Contributors vii
Preface xi
PART 1 INTRODUCTION
1 Prolegomena to Integrating Cognitive Modeling and Social Simulation
3
Ron Sun
PART 2 OVERVIEWS OF COGNITIVE ARCHITECTURES
2 Modeling Paradigms in ACT-R
29
Niels Taatgen, Christian Lebiere, and John Anderson
3 Considering Soar as an Agent Architecture
53
Robert E. Wray and Randolph M. Jones
4 The CLARION Cognitive Architecture: Extending Cognitive Modeling to Social Simulation
79
Ron Sun
PART 3 MODELING AND SIMULATING COGNITIVE AND SOCIAL PROCESSES
5 Cognitive Architectures, Game Playing, and Human Evolution
103
Robert L. West, Christian Lebiere, and Dan J. Bothell
6 Simulating a Simple Case of Organizational Decision Making
124
Isaac Naveh and Ron Sun
7 Cognitive Modeling of Social Behaviors
151
William J. Clancey, Maarten Sierhuis, Bruce Darner, and Boris Brodsky
8 Cognitive Agents Interacting in Real and Virtual Worlds
186
Bradley J. Best and Christian Lebiere
9 Modeling Social Emotions and Social Attributions
219
Jonathan Gratch, Wenji Mao, and Stacy Marsella
10 Communicating and Collaborating with Robotic Agents
252
J. Gregory Trafton, Alan C. Schultz, Nicholas L. Cassimatis, Laura M. Hiatt, Dennis Perzanowski, Derek P. Brock, Magdalena D. Bugajska, and William Adams
11 Behavior-Based Methods for Modeling and Structuring Control of Social Robots
279
Dylan A. Shell and Maja J. Mataric
12 Evolution of a Teamwork Model
307
Nathan Schurr, Steven Okamoto, Rajiv T. Maheswaran, Paul Scerri, and Milind Tambe
13 Sociality in Embodied Neural Agents
328
Domenico Parisi and Stefano Nolfi
14 Cognitive Architecture and Contents for Social Structures and Interactions
355
Cristiano Castelfranchi
PART 4 A SYMPOSIUM
15 Cognitive Science and Good Social Science
393
Scott Moss
16 Collective Cognition and Emergence in Multi-Agent Systems
401
Pietro Panzarasa and Nicholas R. Jennings
17 Social Judgment in Multi-Agent Systems
409
Tom R. Burns and Ewa Roszkowska
18 Including Human Variability in a Cognitive Architecture to Improve Team Simulation
417
Frank E. Ritter and Emma Norling
19 When Does Social Simulation Need Cognitive Models?
428
Nigel Gilbert
Index 433
Ron Sun is Professor of Cognitive Science at Rensselaer Polytechnic Institute. A well known researcher in cognitive science, Ron Sun leads projects investigating fundamental structures of the human mind. In particular, he recently published a book entitled Duality of the Mind, exploring the interaction of implicit and explicit cognition. He is also the founding co-editor-in-chief of the journal Cognitive Systems Research.