Cooperative games and multiagent systems

Author:

Airiau Stéphane

Abstract

AbstractForming coalitions is a generic means for cooperation: people, robots, web services, resources, firms; they can all improve their performance by joining forces. The use of coalitions has been successful in domains such as task allocations, sensor networks, and electronic marketplaces. Forming efficient coalitions requires the identification of matching synergies between different entities (finding complementary partners, or similar partners, or partners who add diversity). In addition, the different parties must negotiate a fair repartition of the worth created by the coalition. The first part of this paper is a tutorial on cooperative game theory (also called coalitional games). We then survey the different scenarios and the key issues addressed by the multiagent systems community.

Publisher

Cambridge University Press (CUP)

Subject

Artificial Intelligence,Software

Reference126 articles.

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3. Coalition formation processes with belief revision among bounded-rational self-interested agents

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5. Methods for task allocation via agent coalition formation

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