Rational, Robust, and Secure Negotiations in Multi-Agent Systems

Rational, Robust, and Secure Negotiations in Multi-Agent Systems

Author: Takayuki Ito

Publisher: Springer

Published: 2008-03-21

Total Pages: 188

ISBN-13: 3540762825

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In a completely comprehensive and yet accessible text, a variety of hugely accomplished contributors address all aspects of negotiation mechanisms in multi-agent systems. These include multi-issue negotiations, concurrent negotiations, and strategy-proof mechanisms, as well as rational argumentation and topics, auctions and voting. The workshop from which this volume has arisen brought together researchers from these communities to learn about each others’ approaches.


Agent Mediated Electronic Commerce

Agent Mediated Electronic Commerce

Author: Frank Dignum

Publisher: Springer Science & Business Media

Published: 2001-01-30

Total Pages: 249

ISBN-13: 3540416714

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This book documents the efforts undertaken by the EG AgentLink Special Interest Group on Agent Mediated Electronic Commerce, SIG AMEC. First and foremost, the book presents a roadmap of research and current technological development in the area of agent mediated electronic commerce. A particularly interesting part of this roadmap is the joint perspective on future developments. The book also contains a number of papers that fill in parts of this roadmap in a European context. Some of the papers present significant current R&D results while other papers indicate some clear directions for future research. The book is structured in topical sections on negotiation, markets, user preferences, and security.


Exploring the Strategy Space of Negotiating Agents

Exploring the Strategy Space of Negotiating Agents

Author: Tim Baarslag

Publisher: Springer

Published: 2016-01-21

Total Pages: 288

ISBN-13: 3319282433

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This book reports on an outstanding thesis that has significantly advanced the state-of-the-art in the area of automated negotiation. It gives new practical and theoretical insights into the design and evaluation of automated negotiators. It describes an innovative negotiating agent framework that enables systematic exploration of the space of possible negotiation strategies by recombining different agent components. Using this framework, new and effective ways are formulated for an agent to learn, bid, and accept during a negotiation. The findings have been evaluated in four annual instantiations of the International Automated Negotiating Agents Competition (ANAC), the results of which are also outlined here. The book also describes several methodologies for evaluating and comparing negotiation strategies and components, with a special emphasis on performance and accuracy measures.


Intelligent Virtual Agents

Intelligent Virtual Agents

Author: Helmut Prendinger

Publisher: Springer

Published: 2008-08-25

Total Pages: 572

ISBN-13: 3540854835

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This book constitutes the refereed proceedings of the 8th International Workshop on Intelligent Virtual Agents, IVA 2008, held in Tokyo, Japan, in September 2008. The 18 revised full papers and 28 revised short papers presented together 42 poster papers were carefully reviewed and selected from 99 submissions. The papers are organized in topical sections on motion and empathy; narrative and augmented reality; conversation and negotiation; nonverbal behavior; models of culture and personality; markup and representation languages; architectures for robotic agents; cognitive architectures; agents for healthcare and training; and agents in games, museums and virtual worlds.


Multi-Agent Systems and Applications

Multi-Agent Systems and Applications

Author: Michael Luck

Publisher: Springer

Published: 2003-05-15

Total Pages: 447

ISBN-13: 3540477454

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The Advanced Course on Artificial Intelligence ACAI 2001 with the subtitle M ulti- Agent Systems and Their Applications , held in Prague, Czech Republic, was a joint event of ECCAI (the European Coordinating Committee for Artificial Intelligence) and AgentLink, the European Network of Excellence for Agent-Based Computing. Whereas ECCAI organizes two-week ACAI courses on different topics every second year, AgentLink s European Agent Systems Summer School (EASSS) has been an annual event since 1999. This year, both of these important events were merged together, giving weight to the fact that multi-agent systems currently represent one of the hottest topics in AI research. The name, ACAI 2001 Summer School, is intended to emphasize that this event continues the tradition of regular ECCAI activities (ACAI), as well as the EASSS summer schools of AgentLink. The Prague ACAI Summer School was proposed and initiated by both the Gerstner Laboratory, Czech Technical University, Prague (GL-CTU) and the Czech Society for Cybernetics and Informatics (CSKI), with the support of the Austrian Research Institute for Artificial Intelligence in Vienna (OFAI). Part of our motivation was catalyzed by experience gained in 1992 during the International Summer School Advanced Topics in Artificial Intelligence (see Springer s LNAI vol. 617) which was organized by the same Czech and Austrian bodies. One of the most important stimulating factors behind the organization of ACAI 2001 was the support provided by the European Commission to the Gerstner Laboratory within the frame of the MIRACLE Center of Excellence project (IST No.


Industrial Applications of Holonic and Multi-Agent Systems

Industrial Applications of Holonic and Multi-Agent Systems

Author: Vladimír Mařík

Publisher: Springer

Published: 2013-08-21

Total Pages: 330

ISBN-13: 3642400906

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This book constitutes the refereed proceedings of the 6th International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2013, held in Prague, Czech Republic, in August 2013, in conjunction with DEXA 2013. The 25 revised full papers presented together with two invited talks were carefully reviewed and selected from 37 submissions. The papers are organized in the following topical sections: MAS in automation and manufacturing; design, simulation and validation; MAS in transportation systems; industrial applications; and new trends.


Knowledge Science, Engineering and Management

Knowledge Science, Engineering and Management

Author: Zili Zhang

Publisher: Springer

Published: 2007-11-13

Total Pages: 684

ISBN-13: 3540767193

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This book constitutes the refereed proceedings of the Second International Conference on Knowledge Science, Engineering and Management, KSEM 2007, held in Melbourne, Australia, in November 2007. The 42 revised full papers and 28 revised short papers presented together with five invited talks were carefully reviewed and selected. The papers provide new ideas and report research results in the broad areas of knowledge science, knowledge engineering, and knowledge management.


Advances in Automated Negotiations

Advances in Automated Negotiations

Author: Takayuki Ito

Publisher: Springer Nature

Published: 2020-08-28

Total Pages: 141

ISBN-13: 9811558698

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This book discusses important recent advances in automated negotiations. It introduces a number of state-of-the-art autonomous agents for large-scale and complex negotiations, and demonstrates that automated negotiation is one of the most important areas in the field of autonomous agents and multi-agent systems. Further, it presents automated negotiation scenarios involving negotiation encounters that may have, for instance, a large number of agents or a large number of issues with interdependencies and/or real-time constraints. This book includes carefully selected and reviewed outcomes of the 11th International Workshop on Automated Negotiations (ACAN) held in Stockholm, Sweden, 2018, in conjunction with IJCAI-ECAI-2018. Written by leading academic and industrial researchers, it is a valuable resource for professionals and scholars working on complex automated negotiations. Furthermore, the in-depth descriptions of automated negotiating agent programs help readers who are involved in writing codes for automated agents.


Decision Making with Imperfect Decision Makers

Decision Making with Imperfect Decision Makers

Author: Tatiana Valentine Guy

Publisher: Springer Science & Business Media

Published: 2011-11-13

Total Pages: 207

ISBN-13: 3642246478

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Prescriptive Bayesian decision making has reached a high level of maturity and is well-supported algorithmically. However, experimental data shows that real decision makers choose such Bayes-optimal decisions surprisingly infrequently, often making decisions that are badly sub-optimal. So prevalent is such imperfect decision-making that it should be accepted as an inherent feature of real decision makers living within interacting societies. To date such societies have been investigated from an economic and gametheoretic perspective, and even to a degree from a physics perspective. However, little research has been done from the perspective of computer science and associated disciplines like machine learning, information theory and neuroscience. This book is a major contribution to such research. Some of the particular topics addressed include: How should we formalise rational decision making of a single imperfect decision maker? Does the answer change for a system of imperfect decision makers? Can we extend existing prescriptive theories for perfect decision makers to make them useful for imperfect ones? How can we exploit the relation of these problems to the control under varying and uncertain resources constraints as well as to the problem of the computational decision making? What can we learn from natural, engineered, and social systems to help us address these issues?