Five AI Challenges in Strategyproof Computing
CitationParkes, David C. 2003. Five AI challenges in strategyproof computing. In Proceedings of the IJCAI'03 Workshop on Autonomic Computing: August 10 2003, Aculpulco, Mexico. 2003.
AbstractComputational systems are now distributed by default, and designed, owned and used by multiple self-interested parties. In the face of this growing system complexity, we need a unifying design paradigm, that supports continued innovation and competition while promoting easy deployment, operation, and use. Focusing on the central problem of resource allocation---the arbitration of shared resources among the competing demands of users---we introduce a paradigm of strategyproof computing, a vision in which individual users can treat other resources as their own. We layout the benefits of strategyproof computing, and identify five AI challenges in making this vision a reality.
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