Simulating International Cooperation Under Uncertainty: The Effects of Symmetric and Asymmetric Noise

Date Published:

Jan 1, 1995

Abstract:

The repeated Prisoner's Dilemma is representative of a broad range of situations in international relations, both in security and in international political economy. Of particular interest to international relations theorists is the evolution of cooperati on among states under such conditions. In contrast to past research, which has either not incorporated the possibility of implementation or perception errors or has incorporated only a symmetric form of those errors, I examine the effects of asymmetric "noise" on the emergence and maintenance of cooperation in a repeated Prisoner's Dilemma. I find that positive and negative asymmetric noise have very different effects on the strategies' performances in the systems modeled here and that the effects of neutral noise reflect the signature effects of each asymmetric noise type. Of the strategies examined, Contrite Tit–for–Tat (CTFT) proves to be a robust heuristic across all noise environments, with generally superior performance in the heterogeneous systems and in the evolutionary models. CTFT as an institution is also robust across all noise environments and, under the conditions of this study, actors will almost always fare better in a CTFT institution than by employing any other strategy in a heterogeneou s system. Thus, there are incentives for the formation of institutions — and, in fact, one sees the boundedly-rational actors of the evolutionary models moving from heterogeneous modes of bilateral interaction to cooperative norms of behavior..

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Notes:

Working Paper 95–05, Weatherhead Center for International Affairs, Harvard University, 1995. Also published in: Signorino, Curtis S. 1996. Simulating International Cooperation under Uncertainty: The Effects of Symmetric and Asymmetric Noise. Journal of Conflict Resolution 40(1):152-205.