I am a graduate student in the Department of Logic and Philosophy of Science at the University of California, Irvine. I can be reached at elliottw@uci.edu. Publications
“Communication and structured correlation.” Erkenntnis. 71 (2009): 377–393. [official] Signaling games have many types of inefficient equilibria. These inefficient equilibria are sometimes likely outcomes of large-population evolutionary or learning dynamics. But in this paper I show that if players are located in a network and play only with their neighbors, then these equilibria are destabilized. Moreover, small-world networks are especially favorable for the evolution of information transfer. Inefficient equilibria are destabilized by these networks, and Pareto optimal strategies quickly spread throughout the population. Works in Progress
In 1973 Michael Spence proposed what has become a canonical model of signaling. He showed that certain costly signals can honestly reveal information even when the sender's and receiver's interests slightly diverge. Spence's game has an infinite number of equilibria, but economists often claim that only one (the Riley equilibrium) is a plausible outcome of the game. In this paper I show that this equilibrium is a very unlikely outcome of large-population learning dynamics. Much more likely is convergence to a pooling equilibrium or to a type of mixed equilibrum that is largely ignored in discussions of Spence's model. “Divergent interests and the evolution of inference.” [draft] In models of human and animal signaling it is often assumed that the players receive identical payoffs and that there are only two players in the game. In this paper I explore the possibilities if both of these assumptions are simultaneously weakened. I show that in cases when the interests of the players diverge and there two or more senders, then a behavior that resembles rudimentary reasoning or inference emerges. The receiver learns to put together the partial information she receives from each sender and infer what the true state of the world is. |