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The Cartographer
Manipulation and Peer Mechanisms: A Survey
October 05, 2022 Β· The Cartographer Β· π Artificial Intelligence
"No code URL or promise found in abstract"
"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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