Adaptive Agents And Multi Agent Systems Iii Adaptation And Multi Agent Learning

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

Author : Karl Tuyls,Ann Nowe,Zahia Guessoum,Daniel Kudenko
Publisher : Springer
Page : 258 pages
File Size : 53,9 Mb
Release : 2008-02-09
Category : Computers
ISBN : 9783540779490

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Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent Learning by Karl Tuyls,Ann Nowe,Zahia Guessoum,Daniel Kudenko Pdf

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 II

Author : Daniel Kudenko,Dimitar Kazakov,Eduardo Alonso
Publisher : Springer Science & Business Media
Page : 321 pages
File Size : 50,8 Mb
Release : 2005-03-04
Category : Computers
ISBN : 9783540252603

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Adaptive Agents and Multi-Agent Systems II by Daniel Kudenko,Dimitar Kazakov,Eduardo Alonso Pdf

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

Author : Eduardo Alonso,Daniel Kudenko,Dimitar Kazakov
Publisher : Springer Science & Business Media
Page : 335 pages
File Size : 53,8 Mb
Release : 2003-04-23
Category : Computers
ISBN : 9783540400684

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Adaptive Agents and Multi-Agent Systems by Eduardo Alonso,Daniel Kudenko,Dimitar Kazakov Pdf

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

Author : Daniel Kudenko,Dimitar Kazakov,Eduardo Alonso
Publisher : Springer
Page : 313 pages
File Size : 40,5 Mb
Release : 2009-09-02
Category : Computers
ISBN : 3540808728

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Adaptive Agents and Multi-Agent Systems II by Daniel Kudenko,Dimitar Kazakov,Eduardo Alonso Pdf

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

Author : Eduardo Alonso,Daniel Kudenko,Dimitar Kazakov
Publisher : Springer
Page : 330 pages
File Size : 48,5 Mb
Release : 2014-03-12
Category : Computers
ISBN : 3662178206

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Adaptive Agents and Multi-Agent Systems by Eduardo Alonso,Daniel Kudenko,Dimitar Kazakov Pdf

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 and Learning Agents

Author : Peter Vrancx,Matthew Knudson,Marek Grzes
Publisher : Springer
Page : 135 pages
File Size : 49,7 Mb
Release : 2012-02-27
Category : Computers
ISBN : 9783642284991

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Adaptive and Learning Agents by Peter Vrancx,Matthew Knudson,Marek Grzes Pdf

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.

Autonomous Agents And Multi-agent Systems: Explorations In Learning, Self-organization And Adaptive Computation

Author : Jiming Liu
Publisher : World Scientific
Page : 302 pages
File Size : 45,9 Mb
Release : 2001-08-17
Category : Computers
ISBN : 9789814493246

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Autonomous Agents And Multi-agent Systems: Explorations In Learning, Self-organization And Adaptive Computation by Jiming Liu Pdf

An autonomous agent is a computational system that acquires sensory data from its environment and decides by itself how to relate the external stimulus to its behaviors in order to attain certain goals. Responding to different stimuli received from its task environment, the agent may select and exhibit different behavioral patterns. The behavioral patterns may be carefully predefined or dynamically acquired by the agent based on some learning and adaptation mechanism(s). In order to achieve structural flexibility, reliability through redundancy, adaptability, and reconfigurability in real-world tasks, some researchers have started to address the issue of multiagent cooperation. Broadly speaking, the power of autonomous agents lies in their ability to deal with unpredictable, dynamically changing environments. Agent-based systems are becoming one of the most important computer technologies, holding out many promises for solving real-world problems.The aims of this book are to provide a guided tour to the pioneering work and the major technical issues in agent research, and to give an in-depth discussion on the computational mechanisms for behavioral engineering in autonomous agents. Through a systematic examination, the book attempts to provide the general design principles for building autonomous agents and the analytical tools for modeling the emerged behavioral properties of a multiagent system.

Environments for Multi-Agent Systems III

Author : Danny Weyns
Publisher : Springer Science & Business Media
Page : 281 pages
File Size : 43,8 Mb
Release : 2007-02-28
Category : Computers
ISBN : 9783540711025

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Environments for Multi-Agent Systems III by Danny Weyns Pdf

This book constitutes the thoroughly refereed post-proceedings of the Third International Workshop on Environments for Multiagent Systems, E4MAS 2006, held in Hakodate, Japan in May 2006 as an associated event of AAMAS 2006, the 5th International Joint Conference on Autonomous Agents and Multiagent Systems. The 15 revised papers presented were carefully reviewed and selected from the lectures given at the workshop completed by a number of invited papers of prominent researchers active in the domain. The papers are organized in topical sections on models, architecture, and design, mediated inte.

Cooperative Information Agents X

Author : Matthias Klusch,Michael Rovatsos,Terry R. Payne
Publisher : Springer Science & Business Media
Page : 488 pages
File Size : 41,8 Mb
Release : 2006-08-30
Category : Computers
ISBN : 9783540385691

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Cooperative Information Agents X by Matthias Klusch,Michael Rovatsos,Terry R. Payne Pdf

This book constitutes the refereed proceedings of the 10th International Workshop on Cooperative Information Agents, CIA 2006, held in Edinburgh, UK in September 2006. The 29 revised full papers presented together with four invited papers were carefully reviewed and selected from 58 submissions. The papers are organized in topical sections.

Architecture-Based Design of Multi-Agent Systems

Author : Danny Weyns
Publisher : Springer Science & Business Media
Page : 237 pages
File Size : 42,9 Mb
Release : 2010-06-01
Category : Computers
ISBN : 9783642010644

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Architecture-Based Design of Multi-Agent Systems by Danny Weyns Pdf

Multi-agent systems are claimed to be especially suited to the development of software systems that are decentralized, can deal flexibly with dynamic conditions, and are open to system components that come and go. This is why they are used in domains such as manufacturing control, automated vehicles, and e-commerce markets. Danny Weyns' book is organized according to the postulate that "developing multi-agent systems is 95% software engineering and 5% multi-agent systems theory." He presents a software engineering approach for multi-agent systems that is heavily based on software architecture - with, for example, tailored patterns such as "situated agent", "virtual environment", and "selective perception" - and on middleware for distributed coordination – with programming abstractions such as "views" and "roles." Next he shows the feasibility and applicability of this approach with the development of an automated transportation system consisting of a number of automatic guided vehicles transporting loads in an industrial setting. Weyns puts the development of multi-agent systems into a larger perspective with traditional software engineering approaches. With this, he opens up opportunities to exploit the body of knowledge developed in the multi-agent systems community to tackle some of the difficult challenges of modern-day software systems, such as decentralized control, location-awareness, self-adaption, and large-scale. Thus his book is of interest for both researchers and industrial software engineers who develop applications in areas such as distributed control systems and mobile applications where such requirements are of crucial importance.

Intelligent Systems and Applications

Author : Kohei Arai,Supriya Kapoor,Rahul Bhatia
Publisher : Springer Nature
Page : 815 pages
File Size : 51,7 Mb
Release : 2020-08-25
Category : Technology & Engineering
ISBN : 9783030551803

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Intelligent Systems and Applications by Kohei Arai,Supriya Kapoor,Rahul Bhatia Pdf

The book Intelligent Systems and Applications - Proceedings of the 2020 Intelligent Systems Conference is a remarkable collection of chapters covering a wider range of topics in areas of intelligent systems and artificial intelligence and their applications to the real world. The Conference attracted a total of 545 submissions from many academic pioneering researchers, scientists, industrial engineers, students from all around the world. These submissions underwent a double-blind peer review process. Of those 545 submissions, 177 submissions have been selected to be included in these proceedings. As intelligent systems continue to replace and sometimes outperform human intelligence in decision-making processes, they have enabled a larger number of problems to be tackled more effectively.This branching out of computational intelligence in several directions and use of intelligent systems in everyday applications have created the need for such an international conference which serves as a venue to report on up-to-the-minute innovations and developments. This book collects both theory and application based chapters on all aspects of artificial intelligence, from classical to intelligent scope. We hope that readers find the volume interesting and valuable; it provides the state of the art intelligent methods and techniques for solving real world problems along with a vision of the future research.

Agent and Multi-Agent Systems: Technologies and Applications

Author : Anne Hakansson,Ronald Hartung
Publisher : Springer
Page : 865 pages
File Size : 48,9 Mb
Release : 2009-05-30
Category : Computers
ISBN : 9783642016653

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Agent and Multi-Agent Systems: Technologies and Applications by Anne Hakansson,Ronald Hartung Pdf

This volume contains the proceedings of the Third KES Symposium on Agent and Multi-agent Systems – Technologies and Applications (KES-AMSTA 2009)––held at Uppsala University in Sweden during June 3-5, 2009. The symposium was organized by Uppsala University, KES International and its Focus Group on Agent and Multi-agent Systems. The KES-AMSTA Symposium series is a sub-series of the KES Conference series. Following the successes of the First KES Symposium on Agent and Multi-agent Systems – Technologies and Applications (KES-AMSTA 2007), held in Wroclaw, Poland, from May 31 to 1 June 2007––and the Second KES Symposium on Agent and Multi-agent Systems – Technologies and Applications (KES-AMSTA 2008) held in Incheon, Korea, March 26-28, 2008––KES-AMSTA 2009 featured keynote talks, oral and poster presentations, and a number of workshops and invited sessions, closely aligned to the themes of the conference. The aim of the symposium was to provide an international forum for scientific - search into the technologies and applications of agent and multi-agent systems. Agent and multi-agent systems are an innovative type of modern software system and have long been recognized as a promising technology for constructing autonomous, c- plex and intelligent systems. A key development in the field of agent and multi-agent systems has been the specification of agent communication languages and formali- tion of ontologies. Agent communication languages are intended to provide standard declarative mechanisms for agents to communicate knowledge and make requests of each other, whereas ontologies are intended for conceptualization of the knowledge domain.

Adaptive Autonomous Secure Cyber Systems

Author : Sushil Jajodia,George Cybenko,V.S. Subrahmanian,Vipin Swarup,Cliff Wang,Michael Wellman
Publisher : Springer Nature
Page : 291 pages
File Size : 46,5 Mb
Release : 2020-02-04
Category : Computers
ISBN : 9783030334321

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Adaptive Autonomous Secure Cyber Systems by Sushil Jajodia,George Cybenko,V.S. Subrahmanian,Vipin Swarup,Cliff Wang,Michael Wellman Pdf

This book explores fundamental scientific problems essential for autonomous cyber defense. Specific areas include: Game and control theory-based moving target defenses (MTDs) and adaptive cyber defenses (ACDs) for fully autonomous cyber operations; The extent to which autonomous cyber systems can be designed and operated in a framework that is significantly different from the human-based systems we now operate; On-line learning algorithms, including deep recurrent networks and reinforcement learning, for the kinds of situation awareness and decisions that autonomous cyber systems will require; Human understanding and control of highly distributed autonomous cyber defenses; Quantitative performance metrics for the above so that autonomous cyber defensive agents can reason about the situation and appropriate responses as well as allowing humans to assess and improve the autonomous system. This book establishes scientific foundations for adaptive autonomous cyber systems and ultimately brings about a more secure and reliable Internet. The recent advances in adaptive cyber defense (ACD) have developed a range of new ACD techniques and methodologies for reasoning in an adaptive environment. Autonomy in physical and cyber systems promises to revolutionize cyber operations. The ability of autonomous systems to execute at scales, scopes, and tempos exceeding those of humans and human-controlled systems will introduce entirely new types of cyber defense strategies and tactics, especially in highly contested physical and cyber environments. The development and automation of cyber strategies that are responsive to autonomous adversaries pose basic new technical challenges for cyber-security. This book targets cyber-security professionals and researchers (industry, governments, and military). Advanced-level students in computer science and information systems will also find this book useful as a secondary textbook.

Architectural Design of Multi-Agent Systems: Technologies and Techniques

Author : Lin, Hong
Publisher : IGI Global
Page : 442 pages
File Size : 44,8 Mb
Release : 2007-05-31
Category : Computers
ISBN : 9781599041100

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Architectural Design of Multi-Agent Systems: Technologies and Techniques by Lin, Hong Pdf

"This book is a compilation of advanced research results in architecture and modeling issues of multi-agent systems. It serves as a reference for research on system models, architectural design languages, methods and reasoning, module interface design, and design issues"--Provided by publisher.