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◇ KLEIN, Mark

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◆ People. ◆ MIT. ◆ CI. ◥ University. {q} PhD. {t} Themes. {t} CI. ⚫ USA. Mark Klein. 2014-04 - (Fujita et al) Efficient issue-grouping approach for multiple interdependent issues negotiation between exaggerator. Highlights We propose a reasonable approach to reducing computational cost. Our method decomposes the contract space into several independent sub-spaces. We demonstrate that our protocol allows optimal outcomes with high-scalability. We employ the limitation of strong votes to our proposed method. Abstract Many real-world negotiations involve multiple interdependent issues, which makes an agent's utility functions complex, with nonlinear shapes and multiple optima.

Keywords Multi-issue negotiation; Nonlinear utility; Interdependency issues; Exaggerator agent; Multi-agent system Copyright © 2013 Elsevier B.V. Dr. Dr. Dr. Pdf. 2012 - (Klein) Enabling Large-Scale Deliberation Using Attention-Mediation Metrics. 2011 - (Klein) How to Harvest Collective Wisdom on Complex Problems: An Introduction to the MIT Deliberatorium. Pdf. 2010 - (Fujita et al) Representative based multi-round protocol based on revealed private information for multi-issue. 2010 - (Fujita, et al) Secure and Fair Protocol that Addresses Weaknesses of the Nash Bargaining Solution in Nonlinear.

2007 - (Hattori et al) Using Iterative Narrowing to Enable Multi-Party Negotiations with Multiple Interdependent Issues. Hiromitsu Hattori Massachusetts Institute of Technology (MIT) - Sloan School of Management Mark Klein Massachusetts Institute of Technology (MIT) - Sloan School of Management Takayuki Ito Massachusetts Institute of Technology (MIT) - Sloan School of ManagementApril 1, 2007 MIT Sloan Research Paper No. 4648-07 CCI Working Paper No. 2007-003 Abstract: Multi-issue negotiations are a central part of many coordination challenges, and thus represent an important research topic. Number of Pages in PDF File: 9 Keywords: Multi-issue Negotiation working papers series.

2007 - (Klein et al) Multi-issue Negotiation Protocol for Agents:Exploring Nonlinear Utility Spaces. Pdf. 2007 - (Malone & Klein) Harnessing Collective Intelligence to Address Global Climate Change. Pdf. 2007-12-06 - Negotiating Complex Contracts. Mark Klein Massachusetts Institute of Technology (MIT) - Sloan School of Management Peyman Faratin Massachusetts Institute of Technology (MIT) - Sloan School of Management Hiroki Sayama New England Complex Systems Institute Yaneer Bar-Yam New England Complex Systems Institute10/01/01 MIT Sloan Research Paper No. 4196 Abstract: Work to date on computational models of negotiation has focused almost exclusively on defining contracts consisting of one or a few independent issues and tractable contract spaces.

Number of Pages in PDF File: 14 Keywords: non-linear negotiation, interdependent issues working papers series. 1999 - (Bernstein et al) The Process Recombinator: A tool for generating new business process ideas.