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- W734564 abstract "The problem of group decision making in a non-strategic environment is presented and analyzed. The main focus is on the decision problem of task assignment in situations in which tasks interact and information relevant to the assignment problem is distributed and is contained locally in the agents in the group. Practically, it may be impossible to communicate all relevant distributed information to a single central decision maker due to communication costs, the size of the set of information, or other limitations. Instead, we provide a method to coordinate the sharing of a limited amount of information while making satisfactory (though possibly suboptimal) task assignments via a center-based algorithm called Mediation. Mediation implements an iterative and interactive hill-climbing search in a subset of the solution space by making successive proposals and sending those proposals to the group. Each proposal provides a context on which group members base their responses which provide the mediator with information to find a satisfactory outcome to the assignment problem. The properties of Mediation are compared with other approaches including parallel and combinatorial auctions. The theory and analysis is illustrated with examples from the domain of multi-sensor intruder tracking. Dynamic mediation extends the algorithm to environments in which problem features change during the decision-making process and in which agents augment the information that they provide using the language of rich bids. Experiments are used to validate the usefulness of mediation in key problem domains, including multi-sensor tracking. Finally, an architecture for agents, who need not be stationary, is described whereby agents can monitor task progress at execution time and then modify existing resource allocations based on the evolving situation." @default.
- W734564 created "2016-06-24" @default.
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- W734564 date "2003-01-01" @default.
- W734564 modified "2023-09-27" @default.
- W734564 title "Dynamic Resource-bounded Negotiation in Non-additive Domains" @default.
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- W734564 doi "https://doi.org/10.1007/978-1-4615-0363-7_6" @default.
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