Fault tolerant mechanism design

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. Keywords Mechanism design, decentralized task allocation, game theory, uncertainty.

• Type: Journal
• Year: 2008
• Where: AI
• Authors: Ryan Porter, Amir Ronen, Yoav Shoham, Moshe Tennenholtz
• Keywords: AI 2008, Artificial Intelligence, Game Theoretic Framework, Mechanism Design, Task Allocation