Considerate Equilibrium
Considerate Equilibrium
We study the existence and computational complexity of coalitional stability concepts based on social networks. Our concepts represent a natural and rich combinatorial generalization of a recent notion termed partition equilibrium {Feldman09}. We assume that players in a strategic game are embedded in a social (or, communication) network, and there are coordination constraints defining the set of coalitions that can jointly deviate in the game. A main feature of our approach is that players act in a "considerate' fashion to ignore potentially profitable (group) deviations if the change in their strategy may cause a decrease of utility to their neighbors in the network. We explore the properties of such considerate equilibria in application to the celebrated class of resource selection games (RSGs). Our main result proves existence of a super-strong considerate equilibrium in all symmetric RSGs with strictly increasing delays, for any social network among the players and feasible coalitions represented by the set of cliques. The existence proof is constructive and yields an efficient algorithm. In fact, the computed considerate equilibrium is a Nash equilibrium for a standard RSG, thus showing that there exists a state that is stable against selfish and considerate behavior simultaneously. Furthermore, we provide results on convergence of considerate dynamics.
Hoefer, Martin
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Penn, Michal
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Polukarov, Maria
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Skopalik, Alexander
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Vöcking, Berthold
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July 2011
Hoefer, Martin
7de10c96-0a9c-4777-ba43-320508eba04b
Penn, Michal
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Polukarov, Maria
bd2f0623-9e8a-465f-8b29-851387a64740
Skopalik, Alexander
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Vöcking, Berthold
14e05c14-84b3-40f1-812f-464c965b0c38
Hoefer, Martin, Penn, Michal, Polukarov, Maria, Skopalik, Alexander and Vöcking, Berthold
(2011)
Considerate Equilibrium.
22nd International Joint Conference on Artificial Intelligence (IJCAI), Barcelona, Spain.
16 - 22 Jul 2011.
Record type:
Conference or Workshop Item
(Poster)
Abstract
We study the existence and computational complexity of coalitional stability concepts based on social networks. Our concepts represent a natural and rich combinatorial generalization of a recent notion termed partition equilibrium {Feldman09}. We assume that players in a strategic game are embedded in a social (or, communication) network, and there are coordination constraints defining the set of coalitions that can jointly deviate in the game. A main feature of our approach is that players act in a "considerate' fashion to ignore potentially profitable (group) deviations if the change in their strategy may cause a decrease of utility to their neighbors in the network. We explore the properties of such considerate equilibria in application to the celebrated class of resource selection games (RSGs). Our main result proves existence of a super-strong considerate equilibrium in all symmetric RSGs with strictly increasing delays, for any social network among the players and feasible coalitions represented by the set of cliques. The existence proof is constructive and yields an efficient algorithm. In fact, the computed considerate equilibrium is a Nash equilibrium for a standard RSG, thus showing that there exists a state that is stable against selfish and considerate behavior simultaneously. Furthermore, we provide results on convergence of considerate dynamics.
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More information
Published date: July 2011
Additional Information:
Event Dates: 16-22 July 2011
Venue - Dates:
22nd International Joint Conference on Artificial Intelligence (IJCAI), Barcelona, Spain, 2011-07-16 - 2011-07-22
Organisations:
Agents, Interactions & Complexity
Identifiers
Local EPrints ID: 272252
URI: http://eprints.soton.ac.uk/id/eprint/272252
PURE UUID: 758dca1e-2165-4aea-805c-d3844cda32c7
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Date deposited: 05 May 2011 14:58
Last modified: 14 Mar 2024 09:51
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Contributors
Author:
Martin Hoefer
Author:
Michal Penn
Author:
Maria Polukarov
Author:
Alexander Skopalik
Author:
Berthold Vöcking
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