Learning and Adaption in Multi-Agent Systems

Learning and Adaption in Multi-Agent Systems PDF

Author: Karl Tuyls

Publisher: Springer

Published: 2006-03-07

Total Pages: 225

ISBN-13: 3540330593

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This book constitutes the thoroughly refereed post-proceedings of the First International Workshop on Learning and Adaption in Multi-Agent Systems, LAMAS 2005, held in The Netherlands, in July 2005, as an associated event of AAMAS 2005. The 13 revised papers presented together with two invited talks were carefully reviewed and selected from the lectures given at the workshop.

Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent Learning

Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent Learning PDF

Author: Karl Tuyls

Publisher: Springer Science & Business Media

Published: 2008-02-08

Total Pages: 263

ISBN-13: 3540779477

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This book contains selected and revised papers of the European Symposium on Adaptive and Learning Agents and Multi-Agent Systems (ALAMAS), editions 2005, 2006 and 2007, held in Paris, Brussels and Maastricht. The goal of the ALAMAS symposia, and this associated book, is to increase awareness and interest in adaptation and learning for single agents and mul- agent systems, and encourage collaboration between machine learning experts, softwareengineeringexperts,mathematicians,biologistsandphysicists,andgive a representative overviewof current state of a?airs in this area. It is an inclusive forum where researchers can present recent work and discuss their newest ideas for a ?rst time with their peers. Thesymposiaseriesfocusesonallaspectsofadaptiveandlearningagentsand multi-agent systems, with a particular emphasis on how to modify established learning techniques and/or create new learning paradigms to address the many challenges presented by complex real-world problems. These symposia were a great success and provided a forum for the pres- tation of new ideas and results bearing on the conception of adaptation and learning for single agents and multi-agent systems. Over these three editions we received 51 submissions, of which 17 were carefully selected, including one invited paper of this year’s invited speaker Simon Parsons. This is a very c- petitive acceptance rate of approximately 31%, which, together with two review cycles, has led to a high-quality LNAI volume. We hope that our readers will be inspired by the papers included in this volume.

Adaptive Agents and Multi-Agent Systems

Adaptive Agents and Multi-Agent Systems PDF

Author: Eduardo Alonso

Publisher: Springer Science & Business Media

Published: 2003-04-23

Total Pages: 335

ISBN-13: 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

Adaptive Agents and Multi-Agent Systems

Adaptive Agents and Multi-Agent Systems PDF

Author: Eduardo Alonso

Publisher: Springer

Published: 2003-08-03

Total Pages: 335

ISBN-13: 3540448268

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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

Adaptive Agents and Multi-Agent Systems II

Adaptive Agents and Multi-Agent Systems II PDF

Author: Daniel Kudenko

Publisher: Springer

Published: 2005-02-18

Total Pages: 321

ISBN-13: 3540322744

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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.

Adaptive Agents and Multi-Agent Systems

Adaptive Agents and Multi-Agent Systems PDF

Author: Eduardo Alonso

Publisher: Springer

Published: 2003-04-23

Total Pages: 330

ISBN-13: 9783540400684

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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

Adaption and Learning in Multi-agent Systems

Adaption and Learning in Multi-agent Systems PDF

Author: Gerhard Weiss

Publisher:

Published: 1996

Total Pages: 262

ISBN-13:

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"This book is based on the workshop on Adaptation and Learning in Multi-Agent Systems, held in conjunction with the International Joint Conference on Artificial Intelligence, IJCAI'95, in Montreal, Canada in August 1995. The 14 thoroughly reviewed revised papers reflect the whole scope of current aspects in the field: they describe and analyze, both experimentally and theoretically, new learning and adaption approaches for situations in which several agents have to cooperate or compete. Also included, and aimed at the novice reader, are a comprehensive introductory survey on the area with 154 references listed and a subject index. As the first book solely devoted to this area, this volume documents the state of the art and is thus indispensable for anyone active or interested in the field."--PUBLISHER'S WEBSITE.

Adaptive Agents and Multi-Agent Systems II

Adaptive Agents and Multi-Agent Systems II PDF

Author: Daniel Kudenko

Publisher: Springer

Published: 2005-03-04

Total Pages: 313

ISBN-13: 9783540252603

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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.

Learning and Adaption in Multi-Agent Systems

Learning and Adaption in Multi-Agent Systems PDF

Author: Karl Tuyls

Publisher: Springer Science & Business Media

Published: 2006-04-10

Total Pages: 225

ISBN-13: 3540330534

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This book constitutes the thoroughly refereed post-proceedings of the First International Workshop on Learning and Adaption in Multi-Agent Systems, LAMAS 2005, held in The Netherlands, in July 2005, as an associated event of AAMAS 2005. The 13 revised papers presented together with two invited talks were carefully reviewed and selected from the lectures given at the workshop.

Adaptive and Learning Agents

Adaptive and Learning Agents PDF

Author: Peter Vrancx

Publisher: Springer Science & Business Media

Published: 2012-03-09

Total Pages: 141

ISBN-13: 3642284981

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This volume constitutes the thoroughly refereed post-conference proceedings of the International Workshop on Adaptive and Learning Agents, ALA 2011, held at the 10th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2011, in Taipei, Taiwan, in May 2011. The 7 revised full papers presented together with 1 invited talk were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on single and multi-agent reinforcement learning, supervised multiagent learning, adaptation and learning in dynamic environments, learning trust and reputation, minority games and agent coordination.