An application of evolutionary game theory to social dilemmas: the traveler's dilemma and the minimum effort coordination game.
The Traveler's Dilemma game and the Minimum Effort Coordination game are two social dilemmas that have attracted considerable attention due to the fact that the predictions of classical game theory are at odds with the results found when the games are studied experimentally. Moreover, a direct application of deterministic evolutionary game theory, as embodied in the replicator dynamics, to these games does not explain the observed behavior. In this work, we formulate natural variants of these two games as smoothed continuous-strategy games. We study the evolutionary dynamics of these continuous-strategy games, both analytically and through agent-based simulations, and show that the behavior predicted theoretically is in accord with that observed experimentally. Thus, these variants of the Traveler's Dilemma and the Minimum Effort Coordination games provide a simple resolution of the paradoxical behavior associated with the original games.
Computer Science Department, University of Massachusetts, Boston, Massachusetts, United States of America.
Swami
S
Iyer
Department of Systems Biology, Harvard Medical School, Boston, Massachusetts, United States of America.
Joshua
J
Reyes
Mathematics Department, University of Massachusetts, Boston, Massachusetts, United States of America.
Timothy
T
Killingback
D005075:Biological Evolution; D002755:Choice Behavior; D003198:Computer Simulation; D003299:Cooperative Behavior; D005716:Game Theory; D006801:Humans; D008960:Models, Psychological