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cs.GT2024
Learning Collusion in Episodic, Inventory-Constrained Markets
Paul Friedrich, Barna Pásztor, Giorgia Ramponi
Pricing algorithms have demonstrated the capability to learn tacit collusion that is largely unaddressed by current regulations. Their increasing use in markets, including oligopol…
cs.LG2024
Bandits with Preference Feedback: A Stackelberg Game Perspective
Barna Pásztor, Parnian Kassraie, Andreas Krause
Bandits with preference feedback present a powerful tool for optimizing unknown target functions when only pairwise comparisons are allowed instead of direct value queries. This mo…