By Joshua M. Epstein
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 particular 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. whilst a number of brokers of this new sort stream and engage spatially, they jointly generate an superb diversity of dynamics spanning the fields of social clash, psychology, public health and wellbeing, 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 e-book or on its Princeton collage Press web site, besides video clips 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., common behavioral imitation), the phenomena it generates (from genocide to monetary panic), and the modeling arsenal it deals 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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Extra resources for Agent zero : toward neurocognitive foundations for generative social science
Endogenous destructive radius 2. Age and impulse control 3. Fight vs. flight 4. 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.
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.
An obvious line of future research would be to swap-in alternative learning models for the Rescorla-Wagner model, such as temporal difference [Sutton and Barto (1981, p. 334), Pearce and Hall (1980), or more recent neural network models (Freeman and Skapura, 1991)]. I am not wedded to Rescorla-Wagner; I modify it in a number of ways and welcome other explorations, as discussed in the Future Research section. 58 34_ Part I these are equally spaced and identical in duration and all other respects).
Agent zero : toward neurocognitive foundations for generative social science by Joshua M. Epstein