Fault tolerant mechanism design

  • Authors:
  • Ryan Porter;Amir Ronen;Yoav Shoham;Moshe Tennenholtz

  • Affiliations:
  • Faculty of Industrial Engineering & Management, Technion, Israel;IBM Research Lab in Haifa, Israel;Department of Computer Science, Stanford University;Faculty of Industrial Engineering & Management, Technion, Israel

  • Venue:
  • Artificial Intelligence
  • Year:
  • 2008

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Abstract

We introduce the notion of fault tolerant mechanism design, which extends the standard game theoretic framework of mechanism design to allow for uncertainty about execution. Specifically, we define the problem of task allocation in which the private information of the agents is not only their costs of attempting the tasks but also their probabilities of failure. For several different instances of this setting we present both, positive results in the form of mechanisms that are incentive compatible, individually rational, and efficient, and negative results in the form of impossibility theorems.