Novel Insights In Agent Based Complex Automated Negotiation

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Novel Insights in Agent-based Complex Automated Negotiation

Author : Ivan Marsa-Maestre
Publisher : Springer
ISBN 13 : 4431547584
Total Pages : 207 pages
Book Rating : 4.4/5 (315 download)

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Book Synopsis Novel Insights in Agent-based Complex Automated Negotiation by : Ivan Marsa-Maestre

Download or read book Novel Insights in Agent-based Complex Automated Negotiation written by Ivan Marsa-Maestre and published by Springer. This book was released on 2014-05-15 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on all aspects of complex automated negotiations, which are studied in the field of autonomous agents and multi-agent systems. This book consists of two parts. I: Agent-Based Complex Automated Negotiations and II: Automated Negotiation Agents Competition. The chapters in Part I are extended versions of papers presented at the 2012 international workshop on Agent-Based Complex Automated Negotiation (ACAN), after peer reviews by three Program Committee members. Part II examines in detail ANAC 2012 (The Third Automated Negotiating Agents Competition), in which automated agents that have different negotiation strategies and are implemented by different developers are automatically negotiated in the several negotiation domains. ANAC is an international competition in which automated negotiation strategies, submitted by a number of universities and research institutes across the world, are evaluated in tournament style. The purpose of the competition is to steer the research in the area of bilateral multi-issue, closed negotiation. This book also includes the rules, results, agents and domain descriptions for ANAC 2011 as submitted by the organizers and finalists.

Recent Advances in Agent-based Complex Automated Negotiation

Author : Naoki Fukuta
Publisher : Springer
ISBN 13 : 3319303074
Total Pages : 297 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Recent Advances in Agent-based Complex Automated Negotiation by : Naoki Fukuta

Download or read book Recent Advances in Agent-based Complex Automated Negotiation written by Naoki Fukuta and published by Springer. This book was released on 2016-03-24 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers recent advances in Complex Automated Negotiations as a widely studied emerging area in the field of Autonomous Agents and Multi-Agent Systems. The book includes selected revised and extended papers from the 7th International Workshop on Agent-Based Complex Automated Negotiation (ACAN2014), which was held in Paris, France, in May 2014. The book also includes brief introductions about Agent-based Complex Automated Negotiation which are based on tutorials provided in the workshop, and brief summaries and descriptions about the ANAC'14 (Automated Negotiating Agents Competition) competition, where authors of selected finalist agents explain the strategies and the ideas used by them. The book is targeted to academic and industrial researchers in various communities of autonomous agents and multi-agent systems, such as agreement technology, mechanism design, electronic commerce, related areas, as well as graduate, undergraduate, and PhD students working in those areas or having interest in them.

Next Frontier in Agent-based Complex Automated Negotiation

Author : Katsuhide Fujita
Publisher : Springer
ISBN 13 : 4431555250
Total Pages : 157 pages
Book Rating : 4.4/5 (315 download)

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Book Synopsis Next Frontier in Agent-based Complex Automated Negotiation by : Katsuhide Fujita

Download or read book Next Frontier in Agent-based Complex Automated Negotiation written by Katsuhide Fujita and published by Springer. This book was released on 2015-03-17 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on automated negotiations based on multi-agent systems. It is intended for researchers and students in various fields involving autonomous agents and multi-agent systems, such as e-commerce tools, decision-making and negotiation support systems, and collaboration tools. The contents will help them to understand the concept of automated negotiations, negotiation protocols, negotiating agents’ strategies, and the applications of those strategies. In this book, some negotiation protocols focusing on the multiple interdependent issues in negotiations are presented, making it possible to find high-quality solutions for the complex agents’ utility functions. This book is a compilation of the extended versions of the very best papers selected from the many that were presented at the International Workshop on Agent-Based Complex Automated Negotiations.

Modern Approaches to Agent-based Complex Automated Negotiation

Author : Katsuhide Fujita
Publisher : Springer
ISBN 13 : 3319515632
Total Pages : 256 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Modern Approaches to Agent-based Complex Automated Negotiation by : Katsuhide Fujita

Download or read book Modern Approaches to Agent-based Complex Automated Negotiation written by Katsuhide Fujita and published by Springer. This book was released on 2017-04-07 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses several important aspects of complex automated negotiations and introduces a number of modern approaches for facilitating agents to conduct complex negotiations. It demonstrates that autonomous negotiation is one of the most important areas in the field of autonomous agents and multi-agent systems. Further, it presents complex automated negotiation scenarios that involve negotiation encounters that may have, for instance, a large number of agents, a large number of issues with strong interdependencies and/or real-time constraints.

Advances in Agent-Based Complex Automated Negotiations

Author : Takayuki Ito
Publisher : Springer
ISBN 13 : 3642031900
Total Pages : 220 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Advances in Agent-Based Complex Automated Negotiations by : Takayuki Ito

Download or read book Advances in Agent-Based Complex Automated Negotiations written by Takayuki Ito and published by Springer. This book was released on 2009-10-06 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex Automated Negotiations have been widely studied and are becoming an important, emerging area in the field of Autonomous Agents and Multi-Agent Systems. In general, automated negotiations can be complex, since there are a lot of factors that characterize such negotiations. These factors include the number of issues, dependency between issues, representation of utility, negotiation protocol, negotiation form (bilateral or multi-party), time constraints, etc. Software agents can support automation or simulation of such complex negotiations on the behalf of their owners, and can provide them with adequate bargaining strategies. In many multi-issue bargaining settings, negotiation becomes more than a zero-sum game, so bargaining agents have an incentive to cooperate in order to achieve efficient win-win agreements. Also, in a complex negotiation, there could be multiple issues that are interdependent. Thus, agent’s utility will become more complex than simple utility functions. Further, negotiation forms and protocols could be different between bilateral situations and multi-party situations. To realize such a complex automated negotiati on, we have to incorporate advanced Artificial Intelligence technologies includes search, CSP, graphical utility models, Bays nets, auctions, utility graphs, predicting and learning methods. Applications could include e-commerce tools, decisionmaking support tools, negotiation support tools, collaboration tools, etc. These issues are explored by researchers from different communities in Autonomous Agents and Multi-Agent systems. They are, for instance, being studied in agent negotiation, multi-issue negotiations, auctions, mechanism design, electronic commerce, voting, secure protocols, matchmaking & brokering, argumentation, and co-operation mechanisms. This book is also edited from some aspects of negotiation researches including theoretical mechanism design of trading based on auctions, allocation mechanism based on negotiation among multi-agent, case-study and analysis of automated negotiations, data engineering issues in negotiations, and so on.

Exploring the Strategy Space of Negotiating Agents

Author : Tim Baarslag
Publisher : Springer
ISBN 13 : 3319282433
Total Pages : 288 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Exploring the Strategy Space of Negotiating Agents by : Tim Baarslag

Download or read book Exploring the Strategy Space of Negotiating Agents written by Tim Baarslag and published by Springer. This book was released on 2016-01-21 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Computational Systems: A Multi-Disciplinary Perspective

Author : Faria Nassiri-Mofakham
Publisher : Bentham Science Publishers
ISBN 13 : 168108502X
Total Pages : 428 pages
Book Rating : 4.6/5 (81 download)

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Book Synopsis Intelligent Computational Systems: A Multi-Disciplinary Perspective by : Faria Nassiri-Mofakham

Download or read book Intelligent Computational Systems: A Multi-Disciplinary Perspective written by Faria Nassiri-Mofakham and published by Bentham Science Publishers. This book was released on 2017-08-07 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Computational Systems presents current and future developments in intelligent computational systems in a multi-disciplinary context. Readers will learn about the pervasive and ubiquitous roles of artificial intelligence (AI) and gain a perspective about the need for intelligent systems to behave rationally when interacting with humans in complex and realistic domains. This reference covers widespread applications of AI discussed in 11 chapters which cover topics such as AI and behavioral simulations, AI schools, automated negotiation, language analysis and learning, financial prediction, sensor management, Multi-agent systems, and much more. This reference work is will assist researchers, advanced-level students and practitioners in information technology and computer science fields interested in the broad applications of AI.

New Trends in Agent-Based Complex Automated Negotiations

Author : Takayuki Ito
Publisher : Springer
ISBN 13 : 3642246966
Total Pages : 179 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis New Trends in Agent-Based Complex Automated Negotiations by : Takayuki Ito

Download or read book New Trends in Agent-Based Complex Automated Negotiations written by Takayuki Ito and published by Springer. This book was released on 2011-11-04 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex Automated Negotiations represent an important, emerging area in the field of Autonomous Agents and Multi-Agent Systems. Automated negotiations can be complex, since there are a lot of factors that characterize such negotiations. These factors include the number of issues, dependencies between these issues, representation of utilities, the negotiation protocol, the number of parties in the negotiation (bilateral or multi-party), time constraints, etc. Software agents can support automation or simulation of such complex negotiations on the behalf of their owners, and can provide them with efficient bargaining strategies. To realize such a complex automated negotiation, we have to incorporate advanced Artificial Intelligence technologies includes search, CSP, graphical utility models, Bayes nets, auctions, utility graphs, predicting and learning methods. Applications could include e-commerce tools, decision-making support tools, negotiation support tools, collaboration tools, etc. This book aims to provide a description of the new trends in Agent-based, Complex Automated Negotiation, based on the papers from leading researchers. Moreover, it gives an overview of the latest scientific efforts in this field, such as the platform and strategies of automated negotiating techniques.

Innovations in Agent-Based Complex Automated Negotiations

Author : Takayuki Ito
Publisher : Springer
ISBN 13 : 3642156126
Total Pages : 198 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Innovations in Agent-Based Complex Automated Negotiations by : Takayuki Ito

Download or read book Innovations in Agent-Based Complex Automated Negotiations written by Takayuki Ito and published by Springer. This book was released on 2010-10-13 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex Automated Negotiations have been widely studied and are becoming an important, emerging area in the field of Autonomous Agents and Multi-Agent Systems. In general, automated negotiations can be complex, since there are a lot of factors that characterize such negotiations. These factors include the number of issues, dependency between issues, representation of utility, negotiation protocol, negotiation form (bilateral or multi-party), time constraints, etc. Software agents can support automation or simulation of such complex negotiations on the behalf of their owners, and can provide them with adequate bargaining strategies. In many multi-issue bargaining settings, negotiation becomes more than a zero-sum game, so bargaining agents have an incentive to cooperate in order to achieve efficient win-win agreements. Also, in a complex negotiation, there could be multiple issues that are interdependent. Thus, agent's utility will become more complex than simple utility functions. Further, negotiation forms and protocols could be different between bilateral situations and multi-party situations. To realize such a complex automated negotiation, we have to incorporate advanced Artificial Intelligence technologies includes search, CSP, graphical utility models, Bays nets, auctions, utility graphs, predicting and learning methods. Applications could include e-commerce tools, decision-making support tools, negotiation support tools, collaboration tools, etc. In this book, we solicit papers on all aspects of such complex automated negotiations in the field of Autonomous Agents and Multi-Agent Systems. In addition, this book includes papers on the ANAC 2010 (Automated Negotiating Agents Competition), in which automated agents who have different negotiation strategies and implemented by different developers are automatically negotiate in the several negotiation domains. ANAC is one of real testbeds in which strategies for automated negotiating agents are evaluated in a tournament style.

Recent Advances in Agent-based Negotiation

Author : Reyhan Aydoğan
Publisher : Springer Nature
ISBN 13 : 9811604711
Total Pages : 119 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Recent Advances in Agent-based Negotiation by : Reyhan Aydoğan

Download or read book Recent Advances in Agent-based Negotiation written by Reyhan Aydoğan and published by Springer Nature. This book was released on 2021-05-10 with total page 119 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume comprises carefully selected and reviewed outcomes of the 12th International Workshop on Automated Negotiations (ACAN) held in Macao, 2019, in conjunction with International Joint Conference on Artificial Intelligence (IJCAI) 2019. It focuses on human aspects of automated negotiation and the recent advances in negotiation frameworks and strategies. Written by leading academic and industrial researchers, it is a valuable resource for professionals and scholars working on complex automated negotiations.

AI 2023: Advances in Artificial Intelligence

Author : Tongliang Liu
Publisher : Springer Nature
ISBN 13 : 9819983916
Total Pages : 509 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis AI 2023: Advances in Artificial Intelligence by : Tongliang Liu

Download or read book AI 2023: Advances in Artificial Intelligence written by Tongliang Liu and published by Springer Nature. This book was released on 2023-11-26 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNAI 14471-14472 constitutes the refereed proceedings of the 36th Australasian Joint Conference on Artificial Intelligence, AI 2023, held in Brisbane, QLD, Australia during November 28 – December 1, 2023. The 23 full papers presented together with 59 short papers were carefully reviewed and selected from 213 submissions. They are organized in the following topics: computer vision; deep learning; machine learning and data mining; optimization; medical AI; knowledge representation and NLP; explainable AI; reinforcement learning; and genetic algorithm..

Advances in Automated Negotiations

Author : Takayuki Ito
Publisher : Springer Nature
ISBN 13 : 9811558698
Total Pages : 141 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Advances in Automated Negotiations by : Takayuki Ito

Download or read book Advances in Automated Negotiations written by Takayuki Ito and published by Springer Nature. This book was released on 2020-08-28 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Group Decision and Negotiation: A Multidisciplinary Perspective

Author : Danielle Costa Morais
Publisher : Springer Nature
ISBN 13 : 3030486419
Total Pages : 212 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Group Decision and Negotiation: A Multidisciplinary Perspective by : Danielle Costa Morais

Download or read book Group Decision and Negotiation: A Multidisciplinary Perspective written by Danielle Costa Morais and published by Springer Nature. This book was released on 2020-05-12 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 20th International Conference on Group Decision and Negotiation, GDN 2020, which was planned to be held in Toronto, ON, Canada, during June 7–11, 2020. The conference was cancelled due to the Coronavirus pandemic. Nevertheless, it was decided to publish the proceedings, because the review process had already been completed at the time the cancellation was decided. The field of Group Decision and Negotiation focuses on decision processes with at least two participants and a common goal but conflicting individual goals. Research areas of Group Decision and Negotiation include electronic negotiations, experiments, the role of emotions in group decision and negotiations, preference elicitation and decision support for group decisions and negotiations, and conflict resolution principles. The 14 full papers presented in this volume were carefully reviewed and selected from 75 submissions. They were organized in topical sections named: Conflict Resolution, Preference Modeling for Group Decision and Negotiation, Intelligent Group Decision Making and Consensus Process, Collaborative Decision Making Processes.

Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing

Author : Roger Lee
Publisher : Springer Nature
ISBN 13 : 3030264289
Total Pages : 262 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing by : Roger Lee

Download or read book Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing written by Roger Lee and published by Springer Nature. This book was released on 2019-08-22 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the outcomes of the 20th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2019), which was held on July 8–10, 2019, in Toyama, Japan. The aim of the conference was to bring together researchers and scientists, businesspeople and entrepreneurs, teachers, engineers, computer users, and students to discuss the various fields of computer science and to share their experiences and exchange new ideas and information in a meaningful way. Further, they presented research results on all aspects (theory, applications and tools) of computer and information science, and discussed the practical challenges encountered in their work and the solutions they adopted to overcome them. The book highlights the best papers from those accepted for presentation at the conference. They were chosen based on review scores submitted by members of the program committee and underwent further rigorous rounds of review. From this second round, 15 of the conference’s most promising papers were selected for this Springer (SCI) book and not the conference proceedings. We eagerly await the important contributions that we know these authors will make to the field of computer and information science.

Complex Automated Negotiations: Theories, Models, and Software Competitions

Author : Takayuki Ito
Publisher : Springer
ISBN 13 : 364230737X
Total Pages : 239 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Complex Automated Negotiations: Theories, Models, and Software Competitions by : Takayuki Ito

Download or read book Complex Automated Negotiations: Theories, Models, and Software Competitions written by Takayuki Ito and published by Springer. This book was released on 2012-09-13 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex Automated Negotiations are a widely studied, emerging area in the field of Autonomous Agents and Multi-Agent Systems. In general, automated negotiations can be complex, since there are a lot of factors that characterize such negotiations. For this book, we solicited papers on all aspects of such complex automated negotiations, which are studied in the field of Autonomous Agents and Multi-Agent Systems. This book includes two parts, which are Part I: Agent-based Complex Automated Negotiations and Part II: Automated Negotiation Agents Competition. Each chapter in Part I is an extended version of ACAN 2011 papers after peer reviews by three PC members. Part II includes ANAC 2011 (The Second Automated Negotiating Agents Competition), in which automated agents who have different negotiation strategies and implemented by different developers are automatically negotiate in the several negotiation domains. ANAC is an international competition in which automated negotiation strategies, submitted by a number of universities and research institutes across the world, are evaluated in a tournament style. The purpose of the competition is to steer the research in the area of bilateral multi-issue, closed negotiation. This book includes rules, results, agents and domains descriptions for ANAC2011 submitted by organizers and finalists.

PRIMA 2017: Principles and Practice of Multi-Agent Systems

Author : Bo An
Publisher : Springer
ISBN 13 : 3319691317
Total Pages : 546 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis PRIMA 2017: Principles and Practice of Multi-Agent Systems by : Bo An

Download or read book PRIMA 2017: Principles and Practice of Multi-Agent Systems written by Bo An and published by Springer. This book was released on 2017-10-23 with total page 546 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 20th International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2017, held in Nice, France, in October/November 2017. The 24 revised full papers presented together with one abstract of a keynote talk and 11 short papers were carefully reviewed and selected from 88 submissions. The intention of the papers is to showcase research in several domains, ranging from foundations of agent theory and engineering aspects of agent systems, to emerging interdisciplinary areas of agent-based research.

Recent Advances in Agent-Based Negotiation: Applications and Competition Challenges

Author : Rafik Hadfi
Publisher : Springer Nature
ISBN 13 : 9819905613
Total Pages : 151 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Recent Advances in Agent-Based Negotiation: Applications and Competition Challenges by : Rafik Hadfi

Download or read book Recent Advances in Agent-Based Negotiation: Applications and Competition Challenges written by Rafik Hadfi and published by Springer Nature. This book was released on 2023-03-20 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises carefully selected and reviewed outcomes of the 13th International Workshop on Automated Negotiations (ACAN) held in Vienna, 2022, in conjunction with International Joint Conference on Artificial Intelligence (IJCAI) 2022. It focuses on the applications and challenges of agent-based negotiation including agreement technology, mechanism design, electronic commerce, recommender systems, supply chain management, social choice theory, and others. This book is intended for the academic and industrial researchers of various communities of autonomous agents and multi-agent systems, as well as graduate students studying in those areas or having interest in them.