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cs.GT2025
On the Convergence of Alternating Gradient Descent-Ascent in Bilinear Games
Tianlong Nan, Shuvomoy Das Gupta, Garud Iyengar +1
We study the alternating gradient descent-ascent (AltGDA) algorithm in two-player zero-sum games. Alternating methods, where players take turns to update their strategies, have lon…
cs.GT2025
Spatial Branch-and-Bound for Computing Multiplayer Nash Equilibrium
Jakub Černý, Shuvomoy Das Gupta, Christian Kroer
Equilibria of realistic multiplayer games constitute a key solution concept both in practical applications, such as online advertising auctions and electricity markets, and in anal…