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20242026
most citedOnline Optimization Algorithms in Repeated Price Competition: Equilibrium Learning and Algorithmic Collusion

1 citations · 1 across the 4 of their papers we have counts for

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cs.GT2026

Simultaneous Gradient Learning in First-Price Auctions

Janik Bürgermeister, Julius Durmann, Martin Bichler +3

We study equilibrium learning in discretized Bayesian games, focusing on first-price auctions as a testbed for gradient-based learning dynamics under private information. While the…

cs.LG2026

Mean-based algorithms: A lower bound and regret

Julius Durmann, Amelie Kleber

Mean-based algorithms are online learning algorithms that assign low probability to actions with low average rewards. Recent research shows that they converge to serially undominat…