On representing coalitional games with externalities


Michalak, Tomasz, Rahwan, Talal, Sroka, Jacek, Dowell, Andrew, Wooldridge, Michael, McBurney, Peter and Jennings, Nicholas (2009) On representing coalitional games with externalities At 10th ACM Conference on Electronic Commerce (EC'09). 06 - 10 Jul 2009. 10 pp.

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Description/Abstract

We consider the issue of representing coalitional games in multiagent systems with externalities (i.e., in systems where the performance of one coalition may be affected by other co-existing coalitions). In addition to the conventional partition function game representation (PFG), we propose a number of new representations based on a new notion of externalities. In contrast to conventional game theory, our new concept is not related to the process by which the coalitions are formed, but rather to the effect that each coalition may have on the entire system and vice versa. We show that the new representations are fully expressive and, for many classes of games, more concise than the conventional PFG. Building upon these new representations, we propose a number of approaches to solve the coalition structure generation problem in systems with externalities. We show that, if externalities are characterised by various degrees of regularity, the new representations allow us to adapt coalition structure generation algorithms that were originally designed for domains with no externalities, so that they can be used when externalities are present. Finally, building upon [16] and [9], we present a unified method to solve the coalition structure generation problem in any system, with or without externalities, provided sufficient information is available.

Item Type: Conference or Workshop Item (Paper)
Venue - Dates: 10th ACM Conference on Electronic Commerce (EC'09), 2009-07-06 - 2009-07-10
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ePrint ID: 66133
Date :
Date Event
February 2009Submitted
July 2009Published
Date Deposited: 05 May 2009
Last Modified: 18 Apr 2017 21:44
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/66133

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