Mean-field approximation for two- and three-person Prisoner’s Dilemmas

We consider the mean-field approximation (MFA) to the system of interacting agents playing two- and three-person Prisoner’s Dilemma games (2-PD and 3-PD). The agents have three available strategies: All-C, All-D, and a third one, which we choose in various ways. Long-time distribution of the strategies is compared for both games. The latter game admits coexistence of larger number of strategies in the long run. In the case of external pressure for cooperation, more pressure is in general necessary for 3-PD than for 2-PD to guarantee cooperation for almost all initial compositions of the strategies. Results for different types of tit-for-tat strategies for 3-PD are discussed. Unlike the 2-PD case, the more forgiving tit-for-tat strategy can survive in the long run in 3-PD.

[1]  Robert Hoffmann,et al.  Twenty Years on: The Evolution of Cooperation Revisited , 2000, J. Artif. Soc. Soc. Simul..

[2]  Eizo Akiyama,et al.  Three-person game facilitates indirect reciprocity under image scoring. , 2007, Journal of theoretical biology.

[3]  C Cannings,et al.  Multi-player matrix games. , 1997, Bulletin of mathematical biology.

[4]  M Nowak,et al.  Oscillations in the evolution of reciprocity. , 1989, Journal of theoretical biology.

[5]  László Gulyás,et al.  On Evolutionary 3-Person Prisoner's Dilemma Games on 2-D Lattice , 2004, ACRI.

[6]  D P Kraines,et al.  Natural selection of memory-one strategies for the iterated prisoner's dilemma. , 2000, Journal of theoretical biology.

[7]  Robert Hoffmann,et al.  The Evolution of Cooperation Revisited , 1996 .

[8]  Stefan Thurner,et al.  Phase transition in random catalytic networks. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[9]  Jörgen W. Weibull,et al.  Evolutionary Game Theory , 1996 .

[10]  G. Szabó,et al.  Evolutionary games on graphs , 2006, cond-mat/0607344.

[11]  M Matsushima,et al.  Evolution of strategies in the three-person iterated prisoner's dilemma game. , 1998, Journal of theoretical biology.

[12]  Jacek Miekisz,et al.  Stochastic stability in three-player games , 2004, Bulletin of mathematical biology.

[13]  Heinz Mühlenbein,et al.  Evolution of Cooperation in a Spatial Prisoner's Dilemma , 2002, Adv. Complex Syst..

[14]  Āṇṭāḷ,et al.  Spatial evolutionary prisoner's dilemma game with three strategies and external constraints , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[15]  T. Platkowski,et al.  Evolution of populations playing mixed multiplayer games , 2004 .