Agent_Zero: Toward Neurocognitive Foundations for Generative by Joshua M. Epstein PDF

By Joshua M. Epstein

ISBN-10: 1400848253

ISBN-13: 9781400848256

During this pioneering synthesis, Joshua Epstein introduces a brand new theoretical entity: Agent_Zero. This software program person, or "agent," is endowed with distinctive emotional/affective, cognitive/deliberative, and social modules. Grounded in modern neuroscience, those inner elements have interaction to generate saw, frequently far-from-rational, person habit. while a number of brokers of this new variety stream and engage spatially, they jointly generate an awesome diversity of dynamics spanning the fields of social clash, psychology, public overall healthiness, legislations, community technological know-how, and economics.

Epstein weaves a computational tapestry with threads from Plato, Hume, Darwin, Pavlov, Smith, Tolstoy, Marx, James, and Dostoevsky, between others. This transformative synthesis of social philosophy, cognitive neuroscience, and agent-based modeling will fascinate students and scholars of each stripe. Epstein’s desktop courses are supplied within the publication or on its Princeton college Press site, in addition to video clips of his "computational parables."

Agent_Zero is a sign departure in what it contains (e.g., a brand new synthesis of neurally grounded inner modules), what it eschews (e.g., common behavioral imitation), the phenomena it generates (from genocide to monetary panic), and the modeling arsenal it bargains the clinical community.

For generative social technological know-how, Agent_Zero provides a groundbreaking imaginative and prescient and the instruments to achieve it.

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Extra resources for Agent_Zero: Toward Neurocognitive Foundations for Generative Social Science (Princeton Studies in Complexity)

Sample text

32 Once constructed, the model is shown to generate a variety of important social parables, including our “leader,” who initiates violence against yellow innocents, without evidence, without fear, without orders. Generality The focus on violence, like fear, is an expository tactic. I could have presented the full uninterpreted formalism and then assigned interpretations to the variables, the space, the stimuli, responses, and so forth. But this would have demanded much of the reader. So, I chose to present the model in a familiar and obviously important interpretation.

By contrast, agents can influence each other—have dispositional weight—at any range, by a large variety of avenues, including auditory, visual, and social media. 30 I understand an “order” to be an explicit directive from an organizational superior carrying a penalty for disobedience. There is no mechanism for orders in this model. No Eichmann “defense” is available to Agent_Zero. 28 There are, in fact, two different mathematical formulations: the skeletal equations, where V and P functions are not explicitly specified, and the fully fleshed-­out model, where they are.

Replicating the Latané-­Darley experiment 5. Introducing memory 6. Couplings: Entanglement of passion and reason 7. Endogenous dynamics of connection strength 8. Growing the 2011 Arab Spring 9. Jury processes 10. Endogenous dynamics of network structure 11. The 18th Brumaire of Agent_Zero 13. Prices and seasonal economic cycles 14. Mutual escalation spirals They are a heterogeneous lot designed to suggest the fertility of the approach. The fourth of these, for example, is a computational replication 14_ Introduction of the famous 1968 Latané and Darley experiment from social psychology.

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Agent_Zero: Toward Neurocognitive Foundations for Generative Social Science (Princeton Studies in Complexity) by Joshua M. Epstein

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