Title | ||
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A logic-based framework to compute Pareto agreements in one-shot bilateral negotiation |
Abstract | ||
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We propose a logic-based approach to automated oneshot multi-issue bilateral negotiation. We use logic in two ways: (1) a logic theory to represent relations among issues --e.g., logical implication --in contrast with approaches that describe issues as uncorrelated with each other; (2) utilities over formulas to represent agents having preferences over different bundles of issues. In this case, the utility assigned to a bundle is not necessarily the sum of utilities assigned to single elements in the bundle itself.We illustrate the theoretical framework and the one-shot negotiation protocol, which makes use of a facilitator to compute some particular Pareto-efficient outcomes. We prove the computational adequacy of our method by studying the complexity of the problem of finding Pareto-efficient solutions in a propositional logic setting. |
Year | Venue | Keywords |
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2006 | ECAI | particular pareto-efficient outcome,logic-based approach,oneshot multi-issue bilateral negotiation,propositional logic setting,pareto agreement,logical implication,pareto-efficient solution,one-shot bilateral negotiation,different bundle,logic theory,one-shot negotiation protocol,logic-based framework,computational adequacy |
Field | DocType | Volume |
Logical consequence,Theory,Computer science,Propositional calculus,Uncorrelated,Artificial intelligence,Facilitator,Machine learning,Pareto principle,Bundle,Negotiation | Conference | 141 |
ISSN | ISBN | Citations |
0922-6389 | 1-58603-642-4 | 15 |
PageRank | References | Authors |
0.98 | 8 | 4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Azzurra Ragone | 1 | 511 | 40.86 |
Tommaso Di Noia | 2 | 1857 | 152.07 |
Eugenio Di Sciascio | 3 | 1733 | 147.71 |
Francesco M. Donini | 4 | 3481 | 452.47 |