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Asynchronous Best-Reply Dynamics

  • Noam Nisan
  • Michael Schapira
  • Aviv Zohar
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5385)

Abstract

In many real-world settings (e.g., interdomain routing in the Internet) strategic agents are instructed to follow best-reply dynamics in asynchronous environments. In such settings players learn of each other’s actions via update messages that can be delayed or even lost. In particular, several players might update their actions simultaneously, or make choices based on outdated information. In this paper we analyze the convergence of best- (and better-)reply dynamics in asynchronous environments. We provide sufficient conditions, and necessary conditions for convergence in such settings, and also study the convergence-rate of these natural dynamics.

Keywords

Reply Dynamic Strategy Space Potential Game Border Gateway Protocol Pure Nash Equilibrium 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2008

Authors and Affiliations

  • Noam Nisan
    • 1
  • Michael Schapira
    • 2
  • Aviv Zohar
    • 2
  1. 1.Google Tel-Aviv and The School of Computer Science and EngineeringThe Hebrew University of JerusalemIsrael
  2. 2.The School of Computer Science and EngineeringThe Hebrew University of JerusalemIsrael

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