82 citations · 98 across the 26 of their papers we have counts for
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cs.GT2026
Learning Rewards in Strategic Games
Antoine Bergerault, Cyrille Kone, Giorgia Ramponi
Understanding the objectives that drive agents' behavior is crucial in strategic environments, where multiple agents interact and adapt to one another. This challenge arises in dom…
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…