Principles Of Automated Negotiation

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Principles of Automated Negotiation

Shaheed Fatima,Sarit Kraus,Michael J. Wooldridge
Principles of Automated Negotiation Book PDF

Author : Shaheed Fatima,Sarit Kraus,Michael J. Wooldridge
Publisher : Unknown
Page : 128 pages
File Size : 42,6 Mb
Release : 2014
Category : Negotiation
ISBN : 1316053474

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Principles of Automated Negotiation by Shaheed Fatima,Sarit Kraus,Michael J. Wooldridge Pdf

"With an increasing number of applications in the context of multiagent systems, automated negotiation is a rapidly growing area. Written by top researchers in the field, this state-of-the-art treatment of the subject explores key issues involved in the design of negotiating agents, covering strategic, heuristic, and axiomatic approaches. The authors discuss the potential benefits of automated negotiation as well as the unique challenges it poses for computer scientists and for researchers in artificial intelligence. They also consider possible applications and give readers a feel for the types of domains where automated negotiation is already being deployed. This book is ideal for graduate students and researchers in computer science who are interested in multiagent systems. It will also appeal to negotiation researchers from disciplines such as management and business studies, psychology and economics"--

Principles of Automated Negotiation

Shaheen Fatima,Sarit Kraus,Michael Wooldridge
Principles of Automated Negotiation Book PDF

Author : Shaheen Fatima,Sarit Kraus,Michael Wooldridge
Publisher : Cambridge University Press
Page : 293 pages
File Size : 48,9 Mb
Release : 2015
Category : Business & Economics
ISBN : 9781107002548

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Principles of Automated Negotiation by Shaheen Fatima,Sarit Kraus,Michael Wooldridge Pdf

Top researchers investigate the main challenges and state of the art in automated negotiation and discuss potential applications.

Advances in Automated Negotiations

Takayuki Ito,Minjie Zhang,Reyhan Aydoğan
Advances in Automated Negotiations Book PDF

Author : Takayuki Ito,Minjie Zhang,Reyhan Aydoğan
Publisher : Springer Nature
Page : 141 pages
File Size : 40,9 Mb
Release : 2020-08-28
Category : Technology & Engineering
ISBN : 9789811558696

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Advances in Automated Negotiations by Takayuki Ito,Minjie Zhang,Reyhan Aydoğan Pdf

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.

Modern Approaches to Agent-based Complex Automated Negotiation

Katsuhide Fujita,Quan Bai,Takayuki Ito,Minjie Zhang,Fenghui Ren,Reyhan Aydoğan,Rafik Hadfi
Modern Approaches to Agent based Complex Automated Negotiation Book PDF

Author : Katsuhide Fujita,Quan Bai,Takayuki Ito,Minjie Zhang,Fenghui Ren,Reyhan Aydoğan,Rafik Hadfi
Publisher : Springer
Page : 255 pages
File Size : 55,5 Mb
Release : 2017-04-07
Category : Technology & Engineering
ISBN : 9783319515632

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Modern Approaches to Agent-based Complex Automated Negotiation by Katsuhide Fujita,Quan Bai,Takayuki Ito,Minjie Zhang,Fenghui Ren,Reyhan Aydoğan,Rafik Hadfi Pdf

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.

Complex Automated Negotiations: Theories, Models, and Software Competitions

Takayuki Ito,Minjie Zhang,Valentin Robu,Tokuro Matsuo
Complex Automated Negotiations Theories Models and Software Competitions Book PDF

Author : Takayuki Ito,Minjie Zhang,Valentin Robu,Tokuro Matsuo
Publisher : Springer
Page : 239 pages
File Size : 42,7 Mb
Release : 2012-09-13
Category : Technology & Engineering
ISBN : 9783642307379

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Complex Automated Negotiations: Theories, Models, and Software Competitions by Takayuki Ito,Minjie Zhang,Valentin Robu,Tokuro Matsuo Pdf

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.

Exploring the Strategy Space of Negotiating Agents

Tim Baarslag
Exploring the Strategy Space of Negotiating Agents Book PDF

Author : Tim Baarslag
Publisher : Springer
Page : 276 pages
File Size : 54,7 Mb
Release : 2016-01-21
Category : Technology & Engineering
ISBN : 9783319282435

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Exploring the Strategy Space of Negotiating Agents by Tim Baarslag Pdf

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.

Decision Support System and Automated Negotiations

Debajyoti Mukhopadhyay,Archana Chougule,Sheetal Vij
Decision Support System and Automated Negotiations Book PDF

Author : Debajyoti Mukhopadhyay,Archana Chougule,Sheetal Vij
Publisher : CRC Press
Page : 240 pages
File Size : 47,7 Mb
Release : 2023-07-12
Category : Computers
ISBN : 9781000911329

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Decision Support System and Automated Negotiations by Debajyoti Mukhopadhyay,Archana Chougule,Sheetal Vij Pdf

Decision support systems are developed for integrated pest and disease management and nutrition management using open-source technologies as java, android, and low-cost hardware devices like Arduino micro controller. This text discusses the techniques to convert agricultural knowledge in the context of ontology and assist grape growers by providing this knowledge through decision support system. The key features of the book are: Presents the design & development of an ontology-based decision support system for integrated crop management. Discusses the techniques to convert agricultural knowledge in text to ontology. Focuses on an extensive study of various e-Negotiation protocols for automated negotiations Provides an architecture for predicting the opponent’s behaviour and various factors which affect the process of negotiation. The text is primarily written for graduate students, professionals, and academic researchers working in the fields of computer science and engineering, agricultural science, and information technology.

Advances in Automated Negotiations

Takayuki Ito,Minjie Zhang,Reyhan Aydoğan
Advances in Automated Negotiations Book PDF

Author : Takayuki Ito,Minjie Zhang,Reyhan Aydoğan
Publisher : Unknown
Page : 128 pages
File Size : 49,6 Mb
Release : 2021
Category : Intelligent agents (Computer software)
ISBN : 9811558701

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Advances in Automated Negotiations by Takayuki Ito,Minjie Zhang,Reyhan Aydoğan Pdf

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.

Innovations in Agent-Based Complex Automated Negotiations

Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo,Hirofumi Yamaki
Innovations in Agent Based Complex Automated Negotiations Book PDF

Author : Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo,Hirofumi Yamaki
Publisher : Springer
Page : 196 pages
File Size : 41,8 Mb
Release : 2010-10-13
Category : Technology & Engineering
ISBN : 9783642156120

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Innovations in Agent-Based Complex Automated Negotiations by Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo,Hirofumi Yamaki Pdf

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.

Group Decision and Negotiation: A Multidisciplinary Perspective

Danielle Costa Morais,Liping Fang,Masahide Horita
Group Decision and Negotiation A Multidisciplinary Perspective Book PDF

Author : Danielle Costa Morais,Liping Fang,Masahide Horita
Publisher : Springer Nature
Page : 212 pages
File Size : 44,6 Mb
Release : 2020-05-12
Category : Computers
ISBN : 9783030486419

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Group Decision and Negotiation: A Multidisciplinary Perspective by Danielle Costa Morais,Liping Fang,Masahide Horita Pdf

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.

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

Rafik Hadfi,Reyhan Aydoğan,Takayuki Ito,Ryuta Arisaka
Recent Advances in Agent Based Negotiation Applications and Competition Challenges Book PDF

Author : Rafik Hadfi,Reyhan Aydoğan,Takayuki Ito,Ryuta Arisaka
Publisher : Springer Nature
Page : 151 pages
File Size : 53,6 Mb
Release : 2023-03-20
Category : Computers
ISBN : 9789819905614

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Recent Advances in Agent-Based Negotiation: Applications and Competition Challenges by Rafik Hadfi,Reyhan Aydoğan,Takayuki Ito,Ryuta Arisaka Pdf

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.

HHAI 2023: Augmenting Human Intellect

P. Lukowicz,S. Mayer,J. Koch
HHAI 2023 Augmenting Human Intellect Book PDF

Author : P. Lukowicz,S. Mayer,J. Koch
Publisher : IOS Press
Page : 556 pages
File Size : 48,6 Mb
Release : 2023-07-07
Category : Computers
ISBN : 9781643683959

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HHAI 2023: Augmenting Human Intellect by P. Lukowicz,S. Mayer,J. Koch Pdf

Artificial intelligence (AI) has been much in the news recently, with some commentators expressing concern that AI might eventually replace humans. But many developments in AI are designed to enhance and supplement the performance of humans rather than replace them, and a novel field of study, with new approaches and solutions to the development of AI, has arisen to focus on this aspect of the technology. This book presents the proceedings of HHAI2023, the 2nd International Conference on Hybrid Human-Artificial Intelligence, held from 26-30 June 2023, in Munich, Germany. The HHAI international conference series is focused on the study of artificially intelligent systems that cooperate synergistically, proactively, responsibly and purposefully with humans, amplifying rather than replacing human intelligence, and invites contributions from various fields, including AI, human-computer interaction, the cognitive and social sciences, computer science, philosophy, among others. A total of 78 submissions were received for the main conference track, and most papers were reviewed by at least three reviewers. The overall final acceptance rate was 43%, with 14 contributions accepted as full papers, 14 as working papers, and 6 as extended abstracts. The papers presented here cover topics including interactive hybrid agents; hybrid intelligence for decision support; hybrid intelligence for health; and values such as fairness and trust in hybrid intelligence. We further accepted 17 posters and 4 demos as well as 8 students to the first HHAI doctoral consortium this year. The authors of 4 working papers and 2 doctoral consortium submissions opted for not publishing their submissions to allow a later full submission, resulting in a total of 57 papers included in this proceedings Addressing all aspects of AI systems that assist humans and emphasizing the need for adaptive, collaborative, responsible, interactive, and human-centered artificial intelligence systems which can leverage human strengths and compensate for human weaknesses while considering social, ethical, and legal considerations, the book will be of interest to all those working in the field.

Recent Advances in Agent-based Complex Automated Negotiation

Naoki Fukuta,Takayuki Ito,Minjie Zhang,Katsuhide Fujita,Valentin Robu
Recent Advances in Agent based Complex Automated Negotiation Book PDF

Author : Naoki Fukuta,Takayuki Ito,Minjie Zhang,Katsuhide Fujita,Valentin Robu
Publisher : Springer
Page : 293 pages
File Size : 54,9 Mb
Release : 2016-03-24
Category : Technology & Engineering
ISBN : 9783319303079

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Recent Advances in Agent-based Complex Automated Negotiation by Naoki Fukuta,Takayuki Ito,Minjie Zhang,Katsuhide Fujita,Valentin Robu Pdf

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.

Autonomous Agents and Multiagent Systems

Gita Sukthankar,Juan A. Rodriguez-Aguilar
Autonomous Agents and Multiagent Systems Book PDF

Author : Gita Sukthankar,Juan A. Rodriguez-Aguilar
Publisher : Springer
Page : 245 pages
File Size : 55,6 Mb
Release : 2017-11-24
Category : Computers
ISBN : 9783319716794

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Autonomous Agents and Multiagent Systems by Gita Sukthankar,Juan A. Rodriguez-Aguilar Pdf

This book compiles the most visionary papers from 10 workshops held at the International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2017, held in Sao Paulo, Brazil, in May 2017. The 15 full papers presented in this volume were carefully reviewed and selected for inclusion in this volume. They deal with novel ideas proposing a change in the way research is currently carried out.

New Trends in Agent-Based Complex Automated Negotiations

Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo
New Trends in Agent Based Complex Automated Negotiations Book PDF

Author : Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo
Publisher : Springer Science & Business Media
Page : 179 pages
File Size : 43,5 Mb
Release : 2011-10-08
Category : Computers
ISBN : 9783642246951

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New Trends in Agent-Based Complex Automated Negotiations by Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo Pdf

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.