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Download PDF by Joshua M. Epstein: Agent zero : toward neurocognitive foundations for

By Joshua M. Epstein

ISBN-10: 0691158886

ISBN-13: 9780691158884

ISBN-10: 1306282837

ISBN-13: 9781306282833

ISBN-10: 1400848253

ISBN-13: 9781400848256

The ultimate quantity of the Groundbreaking Trilogy on Agent-Based Modeling

In this pioneering synthesis, Joshua Epstein introduces a brand new theoretical entity: Agent_Zero. This software program person, or "agent," is endowed with special emotional/affective, cognitive/deliberative, and social modules. Grounded in modern neuroscience, those inner parts have interaction to generate saw, usually far-from-rational, person habit. whilst a number of brokers of this new sort circulate and engage spatially, they jointly generate an magnificent variety of dynamics spanning the fields of social clash, psychology, public wellbeing and fitness, 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 machine courses are supplied within the e-book or on its Princeton college Press site, besides videos of his "computational parables."

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

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

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Additional info for Agent zero : toward neurocognitive foundations for generative social science

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We model the pretrial, trial, and jury-­deliberation phases of a stylized case and show how changes of venue and network effects in the jury deliberations can shape verdicts. Economics In extension (13) prices are explicitly introduced, and observed seasonal economic cycles are crudely generated. All in all, the range of economic applications suggested is quite wide, including financial contagion, capital flight, and various marketing strategies. Further extensions are presented below. Replicability and Research Resources on the Princeton University Press Website Now, talk is cheap, and so are implicit mental models.

43 In fact, an important step would be to increase model resolution, defining the agents to be neuronal complexes in their own right. Both the computational power and the underlying neuroscience are approaching the point where exploratory modeling “from synapses to societies” is feasible. This is discussed further under Future Research. 41 Mathematical Model _21 INNATE OR LEARNED SOUND Auditory Thalamus Auditory Cortex LA AMYGDALA CE CG LH PVN a FREEZING BLOOD HORMONES PRESSURE Figure 1. Auditory Amygdala Stimuli and Defense Responses.

Three Ways to Use the Princeton University Press Website 1. Play Movies. Every movie discussed in the book is posted on the Website. Run Applets. User-­friendly NetLogo Applets for every movie run discussed in the book are also posted on the book’s site. These permit nonprogrammers to manipulate sliders on the user interface and to explore different assumptions or even change them on the fly—in the course of a run. The Applets thus have both pedagogical and research value. Implement and Modify Source Code.

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Agent zero : toward neurocognitive foundations for generative social science by Joshua M. Epstein


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