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cs.GT2022★ 1 cited
Smooth Fictitious Play in Stochastic Games with Perturbed Payoffs and Unknown Transitions
Lucas Baudin, Rida Laraki
Recent extensions to dynamic games of the well-known fictitious play learning procedure in static games were proved to globally converge to stationary Nash equilibria in two import…
cs.LG2022
An -No-Regret Algorithm For Graphical Bilinear Bandits
Geovani Rizk, Igor Colin, Albert Thomas +2
We propose the first regret-based approach to the Graphical Bilinear Bandits problem, where agents in a graph play a stochastic bilinear bandit game with each of their neighbor…