TY - GEN
T1 - Subsidies, stability, and restricted cooperation in coalitional games
AU - Meir, Reshef
AU - Rosenschein, Jeffrey S.
AU - Malizia, Enrico
PY - 2011
Y1 - 2011
N2 - Cooperation among automated agents is becoming increasingly important in various artificial intelligence applications. Coalitional (i.e., cooperative) game theory supplies conceptual and mathematical tools useful in the analysis of such interactions, and in particular in the achievement of stable outcomes among self-interested agents. Here, we study the minimal external subsidy required to stabilize the core of a coalitional game. Following the Cost of Stability (CoS) model introduced by Bachrach et al. [2009a], we give tight bounds on the required subsidy under various restrictions on the social structure of the game. We then compare the extended core induced by subsidies with the least core of the game, proving tight bounds on the ratio between the minimal subsidy and the minimal demand relaxation that each lead to stability.
AB - Cooperation among automated agents is becoming increasingly important in various artificial intelligence applications. Coalitional (i.e., cooperative) game theory supplies conceptual and mathematical tools useful in the analysis of such interactions, and in particular in the achievement of stable outcomes among self-interested agents. Here, we study the minimal external subsidy required to stabilize the core of a coalitional game. Following the Cost of Stability (CoS) model introduced by Bachrach et al. [2009a], we give tight bounds on the required subsidy under various restrictions on the social structure of the game. We then compare the extended core induced by subsidies with the least core of the game, proving tight bounds on the ratio between the minimal subsidy and the minimal demand relaxation that each lead to stability.
UR - http://www.scopus.com/inward/record.url?scp=84881057023&partnerID=8YFLogxK
U2 - 10.5591/978-1-57735-516-8/IJCAI11-060
DO - 10.5591/978-1-57735-516-8/IJCAI11-060
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AN - SCOPUS:84881057023
SN - 9781577355120
T3 - IJCAI International Joint Conference on Artificial Intelligence
SP - 301
EP - 306
BT - IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence
T2 - 22nd International Joint Conference on Artificial Intelligence, IJCAI 2011
Y2 - 16 July 2011 through 22 July 2011
ER -