OMAC: A Discrete Wavelet Transformation Based Negotiation Agent
نویسندگان
چکیده
This work describes an automated negotiation agent called OMAC which was awarded the joint third place in the 2012 Automated Negotiating Agent Competition (ANAC 2012). OMAC, standing for “Opponent Modeling and Adaptive Concession”, combines efficient opponent modeling and adaptive concession making. Opponent modeling is achieved through standard wavelet decomposition and cubic smoothing spline; concession-making is made through setting the best possible concession rate on the basis of the expected utilities of forthcoming counter-offers.
منابع مشابه
An Efficient and Adaptive Approach to Negotiation in Complex Environments
This paper studies automated bilateral negotiation among self-interested agents in complex application domains which consist of multiple issues and real-time constraints and where the agents have no prior knowledge about their opponents’ preferences and strategies. We describe a novel negotiation approach called OMAC (standing for “Opponent Modeling and Adaptive Concession”) which combines effi...
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