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Learning an opponent's preferences in multi-issue negotiation with incomplete information is a challenge recently. A variety of means have been proposed to learn the preferences of issues. Most of these assume linear utility functions and learn the fixed weight of issues. However, according to the principle of microeconomics, which is decreasing marginal utility, the preferences of agents should follow...
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