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Lucas Baudin

2 accepted papers

2022

Fictitious Play and Best-Response Dynamics in Identical Interest and Zero-Sum Stochastic Games

ICML 2022spotlight

This paper proposes an extension of a popular decentralized discrete-time learning procedure when repeating a static game called fictitious play (FP) (Brown, 1951; Robinson, 1951) to a dynamic model called discounted stochastic game (Shapley, 1953). Our family of discrete-time FP procedures is prove…

Cited by 20SourcePDFScholar
2022

Smooth Fictitious Play in Stochastic Games with Perturbed Payoffs and Unknown Transitions

NeurIPS 2022accept

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 important classes of dynamic games (zero-sum and identical-interest discounted stochastic games). However, those decentralized…

Cited by 11SourcePDFScholar