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- catalog abstract "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".
- catalog contributor b12893885.
- catalog contributor b12893886.
- catalog contributor b12893887.
- catalog created "2003.".
- catalog date "2003".
- catalog date "2003.".
- catalog dateCopyrighted "2003.".
- catalog description "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".
- catalog description "Cooperative Multiagent Learning / Enric Plaza and Santiago Ontanon -- Reinforcement Learning Approaches to Coordination in Cooperative Multi-agent Systems / Spiros Kapetanakis, Daniel Kudenko and Malcolm J.A. Strens -- Cooperative Learning Using Advice Exchange / Luis Nunes and Eugenio Oliveira -- Environmental Risk, Cooperation, and Communication Complexity / Peter Andras, Gilbert Roberts and John Lazarus -- Multiagent Learning for Open Systems: A Study in Opponent Classification / Michael Rovatsos, Gerhard Weiss and Marco Wolf.".
- catalog description "Evolving Preferences among Emergent Groups of Agents / Paul Marrow, Cefn Hoile, Fang Wang and Erwin Bonsma -- Structuring Agents for Adaptation / Sander van Splunter, Niek J.E. Wijngaards and Frances M.T. Brazier -- Stochastic Simulation of Inherited Kinship-Driven Altruism / Heather Turner and Dimitar Kazakov -- Learning in Multiagent Systems: An Introduction from a Game-Theoretic Perspective / Jose M. Vidal -- The Implications of Philosophical Foundations for Knowledge Representation and Learning in Agents / N. Lacey and M.H. Lee -- Using Cognition and Learning to Improve Agents' Reactions / Pedro Rafael Graca and Graca Gaspar.".
- catalog description "Includes bibliographical references and index.".
- catalog description "Situated Cognition and the Role of Multi-agent Models in Explaining Language Structure / Henry Brighton, Simon Kirby and Kenny Smith -- Adapting Populations of Agents / Philippe De Wilde, Maria Chli, L. Correia, R. Ribeiro, P. Mariano, V. Abramov and J. Goossenaerts -- The Evolution of Communication Systems by Adaptive Agents / Luc Steels -- An Agent Architecture to Design Self-Organizing Collectives: Principles and Application / Gauthier Picard and Marie-Pierre Gleizes.".
- catalog description "TTree: Tree-Based State Generalization with Temporally Abstract Actions / William T.B. Uther and Manuela M. Veloso -- Using Landscape Theory to Measure Learning Difficulty for Adaptive Agents / Christopher H. Brooks and Edmund H. Durfee -- Relational Reinforcement Learning for Agents in Worlds with Objects / Saso Dzeroski.".
- catalog extent "xiv, 322 p. :".
- catalog identifier "3540400680 (softcover : alk. paper)".
- catalog isPartOf "Lecture notes in computer science ; 2636. Lecture notes in artificial intelligence".
- catalog isPartOf "Lecture notes in computer science ; 2636.".
- catalog isPartOf "Lecture notes in computer science. Lecture notes in artificial intelligence.".
- catalog issued "2003".
- catalog issued "2003.".
- catalog language "eng".
- catalog publisher "Berlin ; New York : Springer,".
- catalog subject "006.3 21".
- catalog subject "Artificial intelligence.".
- catalog subject "Computer Communication Networks.".
- catalog subject "Computer science.".
- catalog subject "Intelligent agents (Computer software)".
- catalog subject "Logic design.".
- catalog subject "QA76.76.I58 A312 2003".
- catalog subject "Software engineering.".
- catalog tableOfContents "Cooperative Multiagent Learning / Enric Plaza and Santiago Ontanon -- Reinforcement Learning Approaches to Coordination in Cooperative Multi-agent Systems / Spiros Kapetanakis, Daniel Kudenko and Malcolm J.A. Strens -- Cooperative Learning Using Advice Exchange / Luis Nunes and Eugenio Oliveira -- Environmental Risk, Cooperation, and Communication Complexity / Peter Andras, Gilbert Roberts and John Lazarus -- Multiagent Learning for Open Systems: A Study in Opponent Classification / Michael Rovatsos, Gerhard Weiss and Marco Wolf.".
- catalog tableOfContents "Evolving Preferences among Emergent Groups of Agents / Paul Marrow, Cefn Hoile, Fang Wang and Erwin Bonsma -- Structuring Agents for Adaptation / Sander van Splunter, Niek J.E. Wijngaards and Frances M.T. Brazier -- Stochastic Simulation of Inherited Kinship-Driven Altruism / Heather Turner and Dimitar Kazakov -- Learning in Multiagent Systems: An Introduction from a Game-Theoretic Perspective / Jose M. Vidal -- The Implications of Philosophical Foundations for Knowledge Representation and Learning in Agents / N. Lacey and M.H. Lee -- Using Cognition and Learning to Improve Agents' Reactions / Pedro Rafael Graca and Graca Gaspar.".
- catalog tableOfContents "Situated Cognition and the Role of Multi-agent Models in Explaining Language Structure / Henry Brighton, Simon Kirby and Kenny Smith -- Adapting Populations of Agents / Philippe De Wilde, Maria Chli, L. Correia, R. Ribeiro, P. Mariano, V. Abramov and J. Goossenaerts -- The Evolution of Communication Systems by Adaptive Agents / Luc Steels -- An Agent Architecture to Design Self-Organizing Collectives: Principles and Application / Gauthier Picard and Marie-Pierre Gleizes.".
- catalog tableOfContents "TTree: Tree-Based State Generalization with Temporally Abstract Actions / William T.B. Uther and Manuela M. Veloso -- Using Landscape Theory to Measure Learning Difficulty for Adaptive Agents / Christopher H. Brooks and Edmund H. Durfee -- Relational Reinforcement Learning for Agents in Worlds with Objects / Saso Dzeroski.".
- catalog title "Adaptive agents and multi-agent systems, adaptation and multi-agent learning / Eduardo Alonso, Daniel Kudenko, Dimitar Kazakov (eds.).".
- catalog type "text".