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Markov Decision Evolutionary Games.
Markov Decision Evolutionary Games.
- Source :
-
IEEE Transactions on Automatic Control . Jul2010, Vol. 55 Issue 7, p1560-1569. 10p. - Publication Year :
- 2010
-
Abstract
- We present a class of evolutionary games involving large populations that have many pairwise interactions between randomly selected players. The fitness of a player depends not only on the actions chosen in the interaction but also on the individual state of the players. Players have a finite life time during which they participate in several local interactions and take actions. The actions taken by a player determine not only the immediate fitness but also the transition probabilities to its next individual state. We define and characterize the Evolutionary Stable Strategies for these games and propose a method to compute them. We illustrate the model and results through a networking problem. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 00189286
- Volume :
- 55
- Issue :
- 7
- Database :
- Academic Search Index
- Journal :
- IEEE Transactions on Automatic Control
- Publication Type :
- Periodical
- Accession number :
- 52240948
- Full Text :
- https://doi.org/10.1109/TAC.2010.2042230