[PDF] Adaptive Agents Intelligence And Emergent Human Organization eBook

Author : Eduardo Alonso
Publisher : Springer Science & Business Media
Page : 335 pages
File Size : 48,92 MB
Release : 2003-04-23
Category : Computers
ISBN : 3540400680

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Adaptive Agents and Multi-Agent Systems is an emerging and exciting interdisciplinary area of research and development involving artificial intelligence, computer science, software engineering, and developmental biology, as well as cognitive and social science. This book surveys the state of the art in this emerging field by drawing together thoroughly selected reviewed papers from two related workshops; as well as papers by leading researchers specifically solicited for this book. The articles are organized into topical sections on - learning, cooperation, and communication - emergence and evolution in multi-agent systems - theoretical foundations of adaptive agents

Author : Ted Carmichael
Publisher : Springer
Page : 250 pages
File Size : 45,16 MB
Release : 2019-06-14
Category : Technology & Engineering
ISBN : 3030203093

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​This book emerged out of international conferences organized as part of the AAAI Fall Symposia series, and the Swarmfest 2017 conference. It brings together researchers from diverse fields studying these complex systems using CAS and agent-based modeling tools and techniques. In the past, the knowledge gained in each domain has largely remained exclusive to that domain. By bringing together scholars who study these phenomena, the book takes knowledge from one domain to provide insight into others. Most interesting phenomena in natural and social systems include constant transitions and oscillations among their various phases – wars, companies, societies, markets, and humans rarely stay in a stable, predictable state for long. Randomness, power laws, and human behavior ensure that the future is both unknown and challenging. How do events unfold? When do they take hold? Why do some initial events cause an avalanche while others do not? What characterizes these events? What are the thresholds that differentiate a sea change from a non-event? Complex adaptive systems (CAS) have proven to be a powerful tool for exploring these and other related phenomena. The authors characterize a general CAS model as having a large number of self-similar agents that: 1) utilize one or more levels of feedback; 2) exhibit emergent properties and self-organization; and 3) produce non-linear dynamic behavior. Advances in modeling and computing technology have led not only to a deeper understanding of complex systems in many areas, but they have also raised the possibility that similar fundamental principles may be at work across these systems, even though the underlying principles may manifest themselves differently.

Author : Daniel Kudenko
Publisher : Springer Science & Business Media
Page : 321 pages
File Size : 10,62 MB
Release : 2005-03-04
Category : Computers
ISBN : 3540252606

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Adaptive agents and multi-agent systems is an emerging and exciting interdisciplinary area of research and development involving artificial intelligence, software engineering, and developmental biology, as well as cognitive and social science. This book presents 17 revised and carefully reviewed papers taken from two workshops on the topic as well as 2 invited papers by leading researchers in the area. The papers deal with various aspects of machine learning, adaptation, and evolution in the context of agent systems and autonomous agents.

Author : Eduardo Alonso
Publisher : Springer
Page : 330 pages
File Size : 40,95 MB
Release : 2014-03-12
Category : Computers
ISBN : 9783662178201

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Adaptive Agents and Multi-Agent Systems is an emerging and exciting interdisciplinary area of research and development involving artificial intelligence, computer science, software engineering, and developmental biology, as well as cognitive and social science. This book surveys the state of the art in this emerging field by drawing together thoroughly selected reviewed papers from two related workshops; as well as papers by leading researchers specifically solicited for this book. The articles are organized into topical sections on - learning, cooperation, and communication - emergence and evolution in multi-agent systems - theoretical foundations of adaptive agents

Author : Joshua M. Epstein
Publisher : Brookings Institution Press
Page : 68 pages
File Size : 17,79 MB
Release : 2004-04-22
Category : Medical
ISBN : 9780815796459

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In the United States, routine smallpox vaccination ended in 1972. The level of immunity remaining in the U.S. population is uncertain, but is generally assumed to be quite low. Smallpox is a deadly and infectious pathogen with a fatality rate of 30 percent. If smallpox were successfully deployed as an agent of bioterrorism today, the public health and economic consequences could be devastating. Toward a Containment Strategy for Smallpox Bioterror describes the scientific results and policy implications of a simulation of a smallpox epidemic in a two-town county. The model was developed by an interdisicplinary team from the Johns Hopkins Bloomberg School of Public Health and the Brookings Institution Center on Social and Economic Dynamics, employing agent-based and other advanced computational techniques. Such models are playing a critical role in the crafting of a national strategy for the containment of smallpox by providing public health policymakers with a variety of novel and feasible approaches to vaccination and isolation under different circumstances. The extension of these techniques to the containment of emerging pathogens, such as SARS, is discussed. About the Authors Joshua M. Epstein and Shubha Chakravarty are with the Brookings Institution. Derek A. T. Cummings, Ramesh M. Singha, and Donald S. Burke are with the Johns Hopkins Bloomberg School of Public Health.

Author : Brandon C. Welsh
Publisher : Cambridge University Press
Page : 329 pages
File Size : 42,52 MB
Release : 2013-09-09
Category : Social Science
ISBN : 1107032237

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Experimental criminology is a part of a larger and increasingly expanding scientific research and evidence-based movement in social policy. The essays in this volume report on new and innovative contributions that experimental criminology is making to basic scientific knowledge and public policy. Contributors explore cutting-edge experimental and quasi-experimental methods and their application to important and topical issues in criminology and criminal justice, including neurological predictors of violence, peer influence on delinquency, routine activities and capable guardianship, early childhood prevention programs, hot spots policing, and correctional treatment for juvenile and adult offenders. It is the first book to examine the full scope of experimental criminology, from experimental tests - in the field and in the laboratory - of criminological theories and concepts to experimental and quasi-experimental evaluations of crime prevention and criminal justice interventions.