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This paper describes an ongoing Japan-US project that is developing the kind of advanced computer support for online crowd-scale deliberation that is needed to enable smarter and more connected communities. Our shared work has focused on addressing both these problems: (1) ideation: helping crowds more effectively develop potential win-win solutions, and (2) decision-making: helping crowds get to...
Bilateral multi-issue closed negotiation is an important class of real-life negotiations. Usually, negotiation problems have constraints, such as a complex and unknown opponent's utility in real time or time discounting. In the class of negotiation with constraints, effective automated negotiation agents can estimate their opponent's model depending on the proposals of their opponents and the negotiation...
International Automated Negotiating Agents Competition (ANAC) was held in conjunction with International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS). This competition brings together researchers from the negotiation community and provides a unique benchmark for evaluating practical negotiation strategies in multi-issue domains. The previous competitions have provided the...
Most real-world negotiation involves multiple interdependent issues, which makes an agent's utility functions nonlinear. Traditional negotiation mechanisms, which were designed for linear utilities, do not fare well in nonlinear contexts. One of the main challenges in developing effective nonlinear negotiation protocols is scalability; they can't find a high-quality solution when there are many issues,...
Most real-world negotiation involves multiple interdependent issues, which makes an agent's utility functions nonlinear. Traditional negotiation mechanisms, which were designed for linear utilities, do not fare well in nonlinear contexts. One of the main challenges in developing effective nonlinear negotiation protocols is scalability; they can produce excessively high failure rates, when there are...
Most real-world negotiation involves multiple interdependent issues, which makes an agent's utility functions nonlinear. Traditional negotiation mechanisms, which were designed for linear utilities, do not fare well in nonlinear contexts. One of the main challenges in developing effective nonlinear negotiation protocols is scalability; they can produce excessively high failure rates, when there are...
The expansion of the Internet has changed the way business models are conceived. In addition, several e-commerce models have been established for a wide range of applications. Thanks to the proliferation of advanced and efficient technologies, individuals are using more interactive and rich Internet applications. At the same time, Multi-agent systems have shown their efficiency to solve complex problems...
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