By Joshua M. Epstein

During this pioneering synthesis, Joshua Epstein introduces a brand new theoretical entity: Agent_Zero. This software program person, or "agent," is endowed with precise 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 style circulation and have interaction spatially, they jointly generate an spectacular diversity of dynamics spanning the fields of social clash, psychology, public wellbeing and fitness, legislations, community technology, 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 laptop courses are supplied within the publication or on its Princeton collage 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., ordinary 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 offers a groundbreaking imaginative and prescient and the instruments to gain it.

Show description

Read Online or Download Agent_Zero: Toward Neurocognitive Foundations for Generative Social Science (Princeton Studies in Complexity) PDF

Similar computer simulation books

Fundamentals of data structures

This article bargains a whole rendering of simple info constitution implementations within the renowned language C++.

Enhancing Embedded Systems Simulation: A Chip-Hardware-in-the-Loop Simulation Framework

Utilizing the true Microcontroller (µC) instead for a µC version inside of a procedure simulation of a µC-based method is a giant gain because the µC is already proven. furthermore, its greatest functionality and its accuracy are a lot larger than any simulation version. With the Chip-Hardware-in-the-Loop Simulation (CHILS) strategy, Christian Köhler covers the relationship among µC and simulation, the research and optimization of such coupling structures in addition to the interface abstraction.

Convex Analysis and Global Optimization

This booklet offers cutting-edge effects and methodologies in smooth worldwide optimization, and has been a staple reference for researchers, engineers, complicated scholars (also in utilized mathematics), and practitioners in a variety of fields of engineering. the second one version has been pointed out thus far and keeps to strengthen a coherent and rigorous concept of deterministic international optimization, highlighting the fundamental function of convex research.

Additional info for Agent_Zero: Toward Neurocognitive Foundations for Generative Social Science (Princeton Studies in Complexity)

Example text

In backward masking, “an emotionally arousing visual stimulus is flashed on a screen very briefly (a few milliseconds) and is then followed immediately by some neutral stimulus that stays on the screen for several seconds. The second stimulus blanks out the first, preventing it from entering conscious awareness (by preventing it from entering working memory)” (LeDoux 2002). But the first still elicits the full suite of physiological responses—increased heart rate, blood pressure, sweaty palms, and so forth.

The model is general, as are the Rescorla-­Wagner equations themselves, which govern many sorts of associative learning, a variety of which we shall explore. Important research in other areas, particularly social conformity effects, and cognitive biases are also discussed in the relevant sections. 28 Part II: Agent-­B ased Model Part II presents the second of these formulations: it is agent-­based and computational. Blue individuals move about an explicit landscape of yellow patches, which we initially imagine as an indigenous population.

The fourth of these, for example, is a computational replication 14_ Introduction of the famous 1968 Latané and Darley experiment from social psychology. Here, the space is a room. The stimulus is smoke entering the room. 33 Latané and Darley found that the subject’s re­action is strongly influenced by the presence of nonreactive others, a result generated in a surprising way by extending the model and offering a new mechanism for bystander effects, which I term threshold imputation. Entanglement In Parts I and II, the agents’ affective, cognitive, and social components have been decoupled—while disposition depends on all the components, no component is a function of any other.

Download PDF sample

Download Agent_Zero: Toward Neurocognitive Foundations for Generative by Joshua M. Epstein PDF
Rated 4.94 of 5 – based on 36 votes