2018 | OriginalPaper | Chapter
Incentive Compatible Proactive Skill Posting in Referral Networks
Authors : Ashiqur R. KhudaBukhsh, Jaime G. Carbonell, Peter J. Jansen
Published in: Multi-Agent Systems and Agreement Technologies
Publisher: Springer International Publishing
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Abstract
DIEL
, by proposing a new mechanism to penalize experts who misreport their skills, and extends the technique to other distributed learning algorithms: proactive-\(\epsilon \)-Greedy
, and proactive-Q-Learning
. Our proposed new technique exhibits stronger discouragement of strategic lying, both in the limit and finite-horizon empirical analysis. The method is shown robust to noisy self-skill estimates and in evolving networks.