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20242026
most citedReward Learning from Suboptimal Demonstrations with Applications in Surgical Electrocautery

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cs.GT2026

First-Order Bilevel Optimization for Non-truthful Auction Design

Shing-Hei Ho, April Niu, Ellen Vitercik +1

Automated mechanism design has enabled the learning of complex auction mechanisms using neural networks. However, designing non-truthful auctions remains challenging because bidder…