Innovations in Agent-Based Complex Automated Negotiations PDF
By:Takayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo,Hirofumi Yamaki
Published on 2010-10-14 by Springer Science & Business Media
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.
This Book was ranked at 24 by Google Books for keyword Negotiation.
Book ID of Innovations in Agent-Based Complex Automated Negotiations's Books is uXCofeaVgrQC, Book which was written byTakayuki Ito,Minjie Zhang,Valentin Robu,Shaheen Fatima,Tokuro Matsuo,Hirofumi Yamakihave ETAG "oXZoXFmeXQs"
Book which was published by Springer Science & Business Media since 2010-10-14 have ISBNs, ISBN 13 Code is 9783642156113 and ISBN 10 Code is 3642156118
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Book which have "196 Pages" is Printed at BOOK under CategoryMathematics
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