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New Trends in Agent-Based Complex Automated Negotiations

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 betwee...

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Detalles Bibliográficos
Autores principales: Ito, Takayuki, Zhang, Minjie, Robu, Valentin, Fatima, Shaheen, Matsuo, Tokuro
Lenguaje:eng
Publicado: Springer 2012
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-642-24696-8
http://cds.cern.ch/record/1503873
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author Ito, Takayuki
Zhang, Minjie
Robu, Valentin
Fatima, Shaheen
Matsuo, Tokuro
author_facet Ito, Takayuki
Zhang, Minjie
Robu, Valentin
Fatima, Shaheen
Matsuo, Tokuro
author_sort Ito, Takayuki
collection CERN
description 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.
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spelling cern-15038732021-04-21T23:52:43Zdoi:10.1007/978-3-642-24696-8http://cds.cern.ch/record/1503873engIto, TakayukiZhang, MinjieRobu, ValentinFatima, ShaheenMatsuo, TokuroNew Trends in Agent-Based Complex Automated NegotiationsEngineeringComplex 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.Springeroai:cds.cern.ch:15038732012
spellingShingle Engineering
Ito, Takayuki
Zhang, Minjie
Robu, Valentin
Fatima, Shaheen
Matsuo, Tokuro
New Trends in Agent-Based Complex Automated Negotiations
title New Trends in Agent-Based Complex Automated Negotiations
title_full New Trends in Agent-Based Complex Automated Negotiations
title_fullStr New Trends in Agent-Based Complex Automated Negotiations
title_full_unstemmed New Trends in Agent-Based Complex Automated Negotiations
title_short New Trends in Agent-Based Complex Automated Negotiations
title_sort new trends in agent-based complex automated negotiations
topic Engineering
url https://dx.doi.org/10.1007/978-3-642-24696-8
http://cds.cern.ch/record/1503873
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AT zhangminjie newtrendsinagentbasedcomplexautomatednegotiations
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AT matsuotokuro newtrendsinagentbasedcomplexautomatednegotiations