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• W2946090930 abstract "In this paper, we propose a general two-objective Markov Decision Process (MDP) modeling paradigm for automated negotiation with incomplete information, in which preference elicitation alternates with negotiation actions, with the objective to optimize negotiation outcomes. The key ingredient in our MDP framework is a stochastic utility model governed by a Gaussian law, formalizing the agent's belief (uncertainty) over the user's preferences. Our belief model is fairly general and can be updated in real time as new data becomes available, which makes it a fundamental modeling tool." @default.
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• W2946090930 date "2019-05-08" @default.
• W2946090930 modified "2023-09-25" @default.
• W2946090930 title "Preference Learning in Automated Negotiation Using Gaussian Uncertainty Models" @default.
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