Manipulation and Peer Mechanisms: A Survey

October 05, 2022 Β· The Cartographer Β· πŸ› Artificial Intelligence

πŸ“š THE CARTOGRAPHER: The Cartographer
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"Title-pattern auto-detect: Manipulation and Peer Mechanisms: A Survey"

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Authors Matthew Olckers, Toby Walsh arXiv ID 2210.01984 Category cs.AI: Artificial Intelligence Cross-listed cs.GT, econ.GN Citations 12 Venue Artificial Intelligence Last Checked 3 days ago
Abstract
In peer mechanisms, the competitors for a prize also determine who wins. Each competitor may be asked to rank, grade, or nominate peers for the prize. Since the prize can be valuable, such as financial aid, course grades, or an award at a conference, competitors may be tempted to manipulate the mechanism. We survey approaches to prevent or discourage the manipulation of peer mechanisms. We conclude our survey by identifying several important research challenges.
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